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They are speeding up and enhancing the insurance process across broking, underwriting, aggregation management, reporting and risk transfer. <br /><br /><span style=\"font-weight: bold;\">Corax </span>provides continuous insight at both organization and portfolio level, giving you the information you need to assess how exposed your attachment point may be. 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It is sometimes referred to as &quot;on-demand software&quot;, and was formerly referred to as &quot;software plus services&quot; by Microsoft.\r\n SaaS services is typically accessed by users using a thin client, e.g. via a web browser. SaaS software solutions has become a common delivery model for many business applications, including office software, messaging software, payroll processing software, DBMS software, management software, CAD software, development software, gamification, virtualization, accounting, collaboration, customer relationship management (CRM), Management Information Systems (MIS), enterprise resource planning (ERP), invoicing, human resource management (HRM), talent acquisition, learning management systems, content management (CM), Geographic Information Systems (GIS), and service desk management. SaaS has been incorporated into the strategy of nearly all leading enterprise software companies.\r\nSaaS applications are also known as <span style=\"font-weight: bold;\">Web-based software</span>, <span style=\"font-weight: bold;\">on-demand software</span> and<span style=\"font-weight: bold;\"> hosted software</span>.\r\nThe term &quot;Software as a Service&quot; (SaaS) is considered to be part of the nomenclature of cloud computing, along with Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Desktop as a Service (DaaS),managed software as a service (MSaaS), mobile backend as a service (MBaaS), and information technology management as a service (ITMaaS).\r\nBecause SaaS is based on cloud computing it saves organizations from installing and running applications on their own systems. That eliminates or at least reduces the associated costs of hardware purchases and maintenance and of software and support. The initial setup cost for a SaaS application is also generally lower than it for equivalent enterprise software purchased via a site license.\r\nSometimes, the use of SaaS cloud software can also reduce the long-term costs of software licensing, though that depends on the pricing model for the individual SaaS offering and the enterprise’s usage patterns. In fact, it’s possible for SaaS to cost more than traditional software licenses. This is an area IT organizations should explore carefully.<br />SaaS also provides enterprises the flexibility inherent with cloud services: they can subscribe to a SaaS offering as needed rather than having to buy software licenses and install the software on a variety of computers. The savings can be substantial in the case of applications that require new hardware purchases to support the software.<br /><br /><br /><br />","materialsDescription":"<h1 class=\"align-center\"><span style=\"font-weight: normal;\">Who uses SaaS?</span></h1>\r\nIndustry analyst Forrester Research notes that SaaS adoption has so far been concentrated mostly in human resource management (HRM), customer relationship management (CRM), collaboration software (e.g., email), and procurement solutions, but is poised to widen. Today it’s possible to have a data warehouse in the cloud that you can access with business intelligence software running as a service and connect to your cloud-based ERP like NetSuite or Microsoft Dynamics.The dollar savings can run into the millions. And SaaS installations are often installed and working in a fraction of the time of on-premises deployments—some can be ready in hours. \r\nSales and marketing people are likely familiar with Salesforce.com, the leading SaaS CRM software, with millions of users across more than 100,000 customers. Sales is going SaaS too, with apps available to support sales in order management, compensation, quote production and configure, price, quoting, electronic signatures, contract management and more.\r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">Why SaaS? Benefits of software as a service</span></h1>\r\n<ul><li><span style=\"font-weight: bold;\">Lower cost of entry</span>. With SaaS solution, you pay for what you need, without having to buy hardware to host your new applications. Instead of provisioning internal resources to install the software, the vendor provides APIs and performs much of the work to get their software working for you. The time to a working solution can drop from months in the traditional model to weeks, days or hours with the SaaS model. In some businesses, IT wants nothing to do with installing and running a sales app. In the case of funding software and its implementation, this can be a make-or-break issue for the sales and marketing budget, so the lower cost really makes the difference.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Reduced time to benefit/rapid prototyping</span>. In the SaaS model, the software application is already installed and configured. Users can provision the server for the cloud and quickly have the application ready for use. This cuts the time to benefit and allows for rapid demonstrations and prototyping. With many SaaS companies offering free trials, this means a painless proof of concept and discovery phase to prove the benefit to the organization. </li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Pay as you go</span>. SaaS business software gives you the benefit of predictable costs both for the subscription and to some extent, the administration. Even as you scale, you can have a clear idea of what your costs will be. This allows for much more accurate budgeting, especially as compared to the costs of internal IT to manage upgrades and address issues for an owned instance.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">The SaaS vendor is responsible for upgrades, uptime and security</span>. Under the SaaS model, since the software is hosted by the vendor, they take on the responsibility for maintaining the software and upgrading it, ensuring that it is reliable and meeting agreed-upon service level agreements, and keeping the application and its data secure.&nbsp; While some IT people worry about Software as a Service security outside of the enterprise walls, the likely truth is that the vendor has a much higher level of security than the enterprise itself would provide. Many will have redundant instances in very secure data centers in multiple geographies.&nbsp; Also, the data is being automatically backed up by the vendor, providing additional security and peace of mind. Because of the data center hosting, you’re getting the added benefit of at least some disaster recovery. Lastly, the vendor manages these issues as part of their core competencies—let them.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Integration and scalability.</span> Most SaaS apps are designed to support some amount of customization for the way you do business. SaaS vendors create APIs to allow connections not only to internal applications like ERPs or CRMs but also to other SaaS providers. One of the terrific aspects of integration is that orders written in the field can be automatically sent to the ERP. Now a salesperson in the field can check inventory through the catalog, write the order in front of the customer for approval, send it and receive confirmation, all in minutes. And as you scale with a SaaS vendor, there’s no need to invest in server capacity and software licenses. </li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Work anywhere</span>. Since the software is hosted in the cloud and accessible over the internet, users can access it via mobile devices wherever they are connected. This includes checking customer order histories prior to a sales call, as well as having access to real time data and real time order taking with the customer.</li></ul>\r\n<p class=\"align-left\">&nbsp;</p>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/SaaS__1_.png","alias":"saas-software-as-a-service"},"69":{"id":69,"title":"Business Analytics","description":"Business Analytics is “the study of data through statistical and operations analysis, the formation of predictive models, application of optimization techniques, and the communication of these results to customers, business partners, and college executives.” Business Analytics requires quantitative methods and evidence-based data for business modeling and decision making; as such, Business Analytics requires the use of Big Data.\r\nSAS describes Big Data as “a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis.” What’s important to keep in mind about Big Data is that the amount of data is not as important to an organization as the analytics that accompany it. When companies analyze Big Data, they are using Business Analytics to get the insights required for making better business decisions and strategic moves.\r\nCompanies use Business Analytics (BA) to make data-driven decisions. The insight gained by BA enables these companies to automate and optimize their business processes. In fact, data-driven companies that utilize Business Analytics achieve a competitive advantage because they are able to use the insights to:\r\n<ul><li>Conduct data mining (explore data to find new patterns and relationships)</li><li>Complete statistical analysis and quantitative analysis to explain why certain results occur</li><li>Test previous decisions using A/B testing and multivariate testing</li><li>Make use of predictive modeling and predictive analytics to forecast future results</li></ul>\r\nBusiness Analytics also provides support for companies in the process of making proactive tactical decisions, and BA makes it possible for those companies to automate decision making in order to support real-time responses.","materialsDescription":"<span style=\"font-weight: bold; \">What does Business Analytics (BA) mean?</span>\r\nBusiness analytics (BA) refers to all the methods and techniques that are used by an organization to measure performance. Business analytics are made up of statistical methods that can be applied to a specific project, process or product. Business analytics can also be used to evaluate an entire company. Business analytics are performed in order to identify weaknesses in existing processes and highlight meaningful data that will help an organization prepare for future growth and challenges.\r\nThe need for good business analytics has spurred the creation of business analytics software and enterprise platforms that mine an organization’s data in order to automate some of these measures and pick out meaningful insights.\r\nAlthough the term has become a bit of a buzzword, business analytics are a vital part of any business. Business analytics make up a large portion of decision support systems, continuous improvement programs and many of the other techniques used to keep a business competitive. Consequently, accurate business analytics like efficiency measures and capacity utilization rates are the first step to properly implementing these techniques.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Business_Analytics.png","alias":"business-analytics"},"79":{"id":79,"title":"VM - Vulnerability management","description":"Vulnerability management is the &quot;cyclical practice of identifying, classifying, prioritizing, remediating and mitigating&quot; software vulnerabilities. Vulnerability management is integral to computer security and network security, and must not be confused with a Vulnerability assessment.\r\nVulnerability management is an ongoing process that includes proactive asset discovery, continuous monitoring, mitigation, remediation and defense tactics to protect your organization's modern IT attack surface from Cyber Exposure.\r\nVulnerabilities can be discovered with a vulnerability scanner, which analyzes a computer system in search of known vulnerabilities, such as open ports, insecure software configurations, and susceptibility to malware infections. They may also be identified by consulting public sources, such as NVD, or subscribing to a commercial vulnerability alerting services. Unknown vulnerabilities, such as a zero-day, may be found with fuzz testing, which can identify certain kinds of vulnerabilities, such as a buffer overflow with relevant test cases. Such analysis can be facilitated by test automation. In addition, antivirus software capable of heuristic analysis may discover undocumented malware if it finds software behaving suspiciously (such as attempting to overwrite a system file).\r\nCorrecting vulnerabilities may variously involve the installation of a patch, a change in network security policy, reconfiguration of software, or educating users about social engineering.\r\nNetwork vulnerabilities represent security gaps that could be abused by attackers to damage network assets, trigger a denial of service, and/or steal potentially sensitive information. Attackers are constantly looking for new vulnerabilities to exploit — and taking advantage of old vulnerabilities that may have gone unpatched.\r\nHaving a vulnerability management framework in place that regularly checks for new vulnerabilities is crucial for preventing cybersecurity breaches. Without a vulnerability testing and patch management system, old security gaps may be left on the network for extended periods of time. This gives attackers more of an opportunity to exploit vulnerabilities and carry out their attacks.\r\nOne statistic that highlights how crucial vulnerability management was featured in an Infosecurity Magazine article. According to survey data cited in the article, of the organizations that “suffered a breach, almost 60% were due to an unpatched vulnerability.” In other words, nearly 60% of the data breaches suffered by survey respondents could have been easily prevented simply by having a vulnerability management plan that would apply critical patches before attackers leveraged the vulnerability.","materialsDescription":" <span style=\"font-weight: bold;\">What is vulnerability management?</span>\r\nVulnerability management is a pro-active approach to managing network security by reducing the likelihood that flaws in code or design compromise the security of an endpoint or network.\r\n<span style=\"font-weight: bold;\">What processes does vulnerability management include?</span>\r\nVulnerability management processes include:\r\n<ul><li><span style=\"font-style: italic;\">Checking for vulnerabilities:</span> This process should include regular network scanning, firewall logging, penetration testing or use of an automated tool like a vulnerability scanner.</li><li><span style=\"font-style: italic;\">Identifying vulnerabilities:</span> This involves analyzing network scans and pen test results, firewall logs or vulnerability scan results to find anomalies that suggest a malware attack or other malicious event has taken advantage of a security vulnerability, or could possibly do so.</li><li><span style=\"font-style: italic;\">Verifying vulnerabilities:</span> This process includes ascertaining whether the identified vulnerabilities could actually be exploited on servers, applications, networks or other systems. This also includes classifying the severity of a vulnerability and the level of risk it presents to the organization.</li><li><span style=\"font-style: italic;\">Mitigating vulnerabilities:</span> This is the process of figuring out how to prevent vulnerabilities from being exploited before a patch is available, or in the event that there is no patch. It can involve taking the affected part of the system off-line (if it's non-critical), or various other workarounds.</li><li><span style=\"font-style: italic;\">Patching vulnerabilities:</span> This is the process of getting patches -- usually from the vendors of the affected software or hardware -- and applying them to all the affected areas in a timely way. This is sometimes an automated process, done with patch management tools. This step also includes patch testing.</li></ul>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/VM_-_Vulnerability_management1.png","alias":"vm-vulnerability-management"},"204":{"id":204,"title":"Managed Detection and Response","description":" MDR, which stands for Managed Detection &amp; Response, is an all-encompassing threat detection system, which arose from the need for small/medium-sized organizations who lack resources to be able to monitor their network systems in-house. It provides a cost-effective alternative to SIEM (Security Information and Event Management).\r\nEveryday, the capabilities of attackers get more sophisticated and the volume of alerts becomes overwhelming and unmanageable. In-house teams might struggle to analyze and log data, which makes it harder than ever to determine if these threats are harmful. MDR can put a stop to attacks before they even happen. MDR technology monitors your systems and detects any unusual behavior, whilst our expert team responds to the threats detected within your business.\r\nMDR offers real-time threat intelligence, and is able to analyse behaviour which can be missed by traditional endpoint security technology. MDR also provides rapid identification of known threats, which in turn minimises overall attacks. Having remote incident investigation will minimise damage to your business, and will allow you to get back to work in no time. It’s important to note that using MDR services will allow third party access to your company's data. You need to consider working with a provider who understands and respects your data policy.","materialsDescription":" <span style=\"font-weight: bold;\">What is Managed Detection and Response?</span>\r\nManaged Detection and Response (MDR) is a managed cybersecurity service that provides intrusion detection of malware and malicious activity in your network, and assists in rapid incident response to eliminate those threats with succinct remediation actions. MDR typically combines a technology solution with outsourced security analysts that extend your technologies and team.\r\n<span style=\"font-weight: bold;\">Isn’t that What MSSPs or Managed SIEMs Do?</span>\r\nNo. Managed Security Service Providers (MSSPs) monitor network security controls and may send alerts when anomalies are identified. MSSPs typically do not investigate the anomalies to eliminate false positives, nor do they respond to real threats. This means that abnormalities in network usage are forwarded to your IT personnel who must then dig through the data to determine if there is a real threat and what to do about it.\r\n<span style=\"font-weight: bold;\">Doesn’t My Firewall Protect My Network?</span>\r\nFirewalls and other preventive forms of cybersecurity are very important and effective at preventing basic cyberattacks. However, over the past decade, it has become clear that preventive cybersecurity technologies are not enough to secure an organization’s network. Further, they are yet another source of alerts, log messages, and events that contribute to the “alert fatigue” being universally suffered today. Recent major hacks such as the Marriot Hack of 2018, the Anthem Hack of 2015, and the Target Hack of 2013 demonstrate how easily cybercriminals can breach networks at enterprise organizations to steal millions of credit card numbers, medical records, and other forms of PII/PHI.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Endpoint_Detection_and_Response.png","alias":"managed-detection-and-response"},"399":{"id":399,"title":"Requirements Visualization, Definition, and Management","description":" Requirements management is the process of documenting, analyzing, tracing, prioritizing and agreeing on requirements and then controlling change and communicating to relevant stakeholders. It is a continuous process throughout a project. A requirement is a capability to which a project outcome (product or service) should conform.\r\nThe purpose of requirements management is to ensure that an organization documents, verifies, and meets the needs and expectations of its customers and internal or external stakeholders. Requirements management begins with the analysis and elicitation of the objectives and constraints of the organization. Requirements management further includes supporting planning for requirements, integrating requirements and the organization for working with them (attributes for requirements), as well as relationships with other information delivering against requirements, and changes for these.\r\nThe traceability thus established is used in managing requirements to report back fulfilment of company and stakeholder interests in terms of compliance, completeness, coverage, and consistency. Traceabilities also support change management as part of requirements management in understanding the impacts of changes through requirements or other related elements (e.g., functional impacts through relations to functional architecture), and facilitating introducing these changes.\r\nRequirements management involves communication between the project team members and stakeholders, and adjustment to requirements changes throughout the course of the project. To prevent one class of requirements from overriding another, constant communication among members of the development team is critical. For example, in software development for internal applications, the business has such strong needs that it may ignore user requirements, or believe that in creating use cases, the user requirements are being taken care of.\r\nRequirements traceability is concerned with documenting the life of a requirement. It should be possible to trace back to the origin of each requirement and every change made to the requirement should therefore be documented in order to achieve traceability. Even the use of the requirement after the implemented features have been deployed and used should be traceable.\r\nRequirements come from different sources, like the business person ordering the product, the marketing manager and the actual user. These people all have different requirements for the product. Using requirements traceability, an implemented feature can be traced back to the person or group that wanted it during the requirements elicitation. This can, for example, be used during the development process to prioritize the requirement, determining how valuable the requirement is to a specific user. It can also be used after the deployment when user studies show that a feature is not used, to see why it was required in the first place.","materialsDescription":"<span style=\"font-weight: bold; \">Requirements activities</span>\r\nAt each stage in a development process, there are key requirements management activities and methods. To illustrate, consider a standard five-phase development process with Investigation, Feasibility, Design, Construction, and Test, and Release stages.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Investigation</span></span>\r\nIn Investigation, the first three classes of requirements are gathered from the users, from the business, and from the development team. In each area, similar questions are asked; what are the goals, what are the constraints, what are the current tools or processes in place, and so on. Only when these requirements are well understood can functional requirements be developed.\r\nIn the common case, requirements cannot be fully defined at the beginning of the project. Some requirements will change, either because they simply weren’t extracted, or because internal or external forces at work affect the project in mid-cycle.\r\nThe deliverable from the Investigation stage is a requirements document that has been approved by all members of the team. Later, in the thick of development, this document will be critical in preventing scope creep or unnecessary changes. As the system develops, each new feature opens a world of new possibilities, so the requirements specification anchors the team to the original vision and permits a controlled discussion of scope change.\r\nWhile many organizations still use only documents to manage requirements, others manage their requirements baselines using software tools. These tools allow requirements to be managed in a database, and usually have functions to automate traceability (e.g., by allowing electronic links to be created between parent and child requirements, or between test cases and requirements), electronic baseline creation, version control, and change management. Usually, such tools contain an export function that allows a specification document to be created by exporting the requirements data into a standard document application.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Feasibility</span></span>\r\nIn the Feasibility stage, the costs of the requirements are determined. For user requirements, the current cost of work is compared to the future projected costs once the new system is in place. Questions such as these are asked: “What are data entry errors costing us now?” Or “What is the cost of scrap due to operator error with the current interface?” Actually, the need for the new tool is often recognized as these questions come to the attention of financial people in the organization.\r\nBusiness costs would include, “What department has the budget for this?” “What is the expected rate of return on the new product in the marketplace?” “What’s the internal rate of return in reducing the costs of training and support if we make a new, easier-to-use system?”\r\nTechnical costs are related to software development costs and hardware costs. “Do we have the right people to create the tool?” “Do we need new equipment to support expanded software roles?” This last question is an important type. The team must inquire into whether the newest automated tools will add sufficient processing power to shift some of the burdens from the user to the system in order to save people time.\r\nThe question also points out a fundamental point about requirements management. A human and a tool form a system, and this realization is especially important if the tool is a computer or a new application on a computer. The human mind excels in parallel processing and interpretation of trends with insufficient data. The CPU excels in serial processing and accurate mathematical computation. The overarching goal of the requirements management effort for a software project would thus be to make sure the work being automated gets assigned to the proper processor. For instance, “Don’t make the human remember where she is in the interface. Make the interface report the human’s location in the system at all times.” Or “Don’t make the human enter the same data in two screens. Make the system store the data and fill in the second screen as needed.”\r\nThe deliverable from the Feasibility stage is the budget and schedule for the project.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Design</span></span>\r\nAssuming that costs are accurately determined and benefits to be gained are sufficiently large, the project can proceed to the Design stage. In Design, the main requirements management activity is comparing the results of the design against the requirements document to make sure that work is staying in scope.\r\nAgain, flexibility is paramount to success. Here’s a classic story of scope change in mid-stream that actually worked well. Ford auto designers in the early ‘80s were expecting gasoline prices to hit $3.18 per gallon by the end of the decade. Midway through the design of the Ford Taurus, prices had centered to around $1.50 a gallon. The design team decided they could build a larger, more comfortable, and more powerful car if the gas prices stayed low, so they redesigned the car. The Taurus launch set nationwide sales records when the new car came out, primarily because it was so roomy and comfortable to drive.\r\nIn most cases, however, departing from the original requirements to that degree does not work. So the requirements document becomes a critical tool that helps the team make decisions about design changes.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Construction and test</span></span>\r\nIn the construction and testing stage, the main activity of requirements management is to make sure that work and cost stay within schedule and budget, and that the emerging tool does, in fact, meet requirements. A main tool used in this stage is prototype construction and iterative testing. For a software application, the user interface can be created on paper and tested with potential users while the framework of the software is being built. The results of these tests are recorded in a user interface design guide and handed off to the design team when they are ready to develop the interface. This saves time and makes their jobs much easier.\r\nVerification: This effort verifies that the requirement has been implemented correctly. There are 4 methods of verification: analysis, inspection, testing, and demonstration. Numerical software execution results or through-put on a network test, for example, provides analytical evidence that the requirement has been met. Inspection of vendor documentation or spec sheets also verifies requirements. Actually testing or demonstrating the software in a lab environment also verifies the requirements: a test type of verification will occur when test equipment not normally part of the lab (or system under test) is used. Comprehensive test procedures which outline the steps and their expected results clearly identify what is to be seen as a result of performing the step. After the step or set of steps is completed the last step's expected result will call out what has been seen and then identify what requirements or requirements have been verified (identified by number). The requirement number, title, and verbiage are tied together in another location in the test document.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Requirements change management</span></span>\r\nHardly would any software development project be completed without some changes being asked of the project. The changes can stem from changes in the environment in which the finished product is envisaged to be used, business changes, regulation changes, errors in the original definition of requirements, limitations in technology, changes in the security environment and so on. The activities of requirements change management include receiving the change requests from the stakeholders, recording the received change requests, analyzing and determining the desirability and process of implementation, implementation of the change request, quality assurance for the implementation and closing the change request. Then the data of change requests be compiled, analyzed and appropriate metrics are derived and dovetailed into the organizational knowledge repository.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Release</span></span>\r\nRequirements management does not end with product release. From that point on, the data coming in about the application’s acceptability is gathered and fed into the Investigation phase of the next generation or release. Thus the process begins again.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Requirements_Visualization.png","alias":"requirements-visualization-definition-and-management"},"465":{"id":465,"title":"UEBA - User and Entity Behavior Analytics","description":"Developments in UBA technology led Gartner to evolve the category to user and entity behavior analytics (UEBA). In September 2015, Gartner published the Market Guide for User and Entity Analytics by Vice President and Distinguished Analyst, Avivah Litan, that provided a thorough definition and explanation. UEBA was referred to in earlier Gartner reports but not in much depth. Expanding the definition from UBA includes devices, applications, servers, data, or anything with an IP address. It moves beyond the fraud-oriented UBA focus to a broader one encompassing &quot;malicious and abusive behavior that otherwise went unnoticed by existing security monitoring systems, such as SIEM and DLP.&quot; The addition of &quot;entity&quot; reflects that devices may play a role in a network attack and may also be valuable in uncovering attack activity. &quot;When end users have been compromised, malware can lay dormant and go undetected for months. Rather than trying to find where the outsider entered, UEBAs allow for quicker detection by using algorithms to detect insider threats.&quot;\r\nParticularly in the computer security market, there are many vendors for UEBA applications. They can be &quot;differentiated by whether they are designed to monitor on-premises or cloud-based software as a service (SaaS) applications; the methods in which they obtain the source data; the type of analytics they use (i.e., packaged analytics, user-driven or vendor-written), and the service delivery method (i.e., on-premises or a cloud-based).&quot; According to the 2015 market guide released by Gartner, &quot;the UEBA market grew substantially in 2015; UEBA vendors grew their customer base, market consolidation began, and Gartner client interest in UEBA and security analytics increased.&quot; The report further projected, &quot;Over the next three years, leading UEBA platforms will become preferred systems for security operations and investigations at some of the organizations they serve. It will be—and in some cases already is—much easier to discover some security events and analyze individual offenders in UEBA than it is in many legacy security monitoring systems.&quot;","materialsDescription":"<span style=\"font-weight: bold;\">What is UEBA?</span>\r\nHackers can break into firewalls, send you e-mails with malicious and infected attachments, or even bribe an employee to gain access into your firewalls. Old tools and systems are quickly becoming obsolete, and there are several ways to get past them.\r\nUser and entity behavior analytics (UEBA) give you more comprehensive way of making sure that your organization has top-notch IT security, while also helping you detect users and entities that might compromise your entire system.\r\nUEBA is a type of cybersecurity process that takes note of the normal conduct of users. In turn, they detect any anomalous behavior or instances when there are deviations from these “normal” patterns. For example, if a particular user regularly downloads 10 MB of files every day but suddenly downloads gigabytes of files, the system would be able to detect this anomaly and alert them immediately.\r\nUEBA uses machine learning, algorithms, and statistical analyses to know when there is a deviation from established patterns, showing which of these anomalies could result in, potentially, a real threat. UEBA can also aggregate the data you have in your reports and logs, as well as analyze the file, flow, and packet information.\r\nIn UEBA, you do not track security events or monitor devices; instead, you track all the users and entities in your system. As such, UEBA focuses on insider threats, such as employees who have gone rogue, employees who have already been compromised, and people who already have access to your system and then carry out targeted attacks and fraud attempts, as well as servers, applications, and devices that are working within your system.\r\n<span style=\"font-weight: bold;\">What are the benefits of UEBA?</span>\r\nIt is the unfortunate truth that today's cybersecurity tools are fast becoming obsolete, and more skilled hackers and cyber attackers are now able to bypass the perimeter defenses that are used by most companies. In the old days, you were secure if you had web gateways, firewalls, and intrusion prevention tools in place. This is no longer the case in today’s complex threat landscape, and it’s especially true for bigger corporations that are proven to have very porous IT perimeters that are also very difficult to manage and oversee.\r\nThe bottom line? Preventive measures are no longer enough. Your firewalls are not going to be 100% foolproof, and hackers and attackers will get into your system at one point or another. This is why detection is equally important: when hackers do successfully get into your system, you should be able to detect their presence quickly in order to minimize the damage.\r\n<span style=\"font-weight: bold;\">How Does UEBA Work?</span>\r\nThe premise of UEBA is actually very simple. You can easily steal an employee’s user name and password, but it is much harder to mimic the person’s normal behavior once inside the network.\r\nFor example, let’s say you steal Jane Doe’s password and user name. You would still not be able to act precisely like Jane Doe once in the system unless given extensive research and preparation. Therefore, when Jane Doe’s user name is logged in to the system, and her behavior is different than that of typical Jane Doe, that is when UEBA alerts start to sound.\r\nAnother relatable analogy would be if your credit card was stolen. A thief can pickpocket your wallet and go to a high-end shop and start spending thousands of dollars using your credit card. If your spending pattern on that card is different from the thief’s, the company’s fraud detection department will often recognize the abnormal spending and block suspicious purchases, issuing an alert to you or asking you to verify the authenticity of a transaction.\r\nAs such, UEBA is a very important component of IT security, allowing you to:\r\n1. Detect insider threats. It is not too far-fetched to imagine that an employee, or perhaps a group of employees, could go rogue, stealing data and information by using their own access. UEBA can help you detect data breaches, sabotage, privilege abuse and policy violations made by your own staff.\r\n2. Detect compromised accounts. Sometimes, user accounts are compromised. It could be that the user unwittingly installed malware on his or her machine, or sometimes a legitimate account is spoofed. UEBA can help you weed out spoofed and compromised users before they can do real harm.\r\n3. Detect brute-force attacks. Hackers sometimes target your cloud-based entities as well as third-party authentication systems. With UEBA, you are able to detect brute-force attempts, allowing you to block access to these entities.\r\n4. Detect changes in permissions and the creation of super users. Some attacks involve the use of super users. UEBA allows you to detect when super users are created, or if there are accounts that were granted unnecessary permissions.\r\n5. Detect breach of protected data. If you have protected data, it is not enough to just keep it secure. You should know when a user accesses this data when he or she does not have any legitimate business reason to access it.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_User_and_Entity_Behavior_Analytics.png","alias":"ueba-user-and-entity-behavior-analytics"},"467":{"id":467,"title":"Network Forensics","description":" Network forensics is a sub-branch of digital forensics relating to the monitoring and analysis of computer network traffic for the purposes of information gathering, legal evidence, or intrusion detection. Unlike other areas of digital forensics, network investigations deal with volatile and dynamic information. Network traffic is transmitted and then lost, so network forensics is often a pro-active investigation.\r\nNetwork forensics generally has two uses. The first, relating to security, involves monitoring a network for anomalous traffic and identifying intrusions. An attacker might be able to erase all log files on a compromised host; network-based evidence might therefore be the only evidence available for forensic analysis. The second form relates to law enforcement. In this case analysis of captured network traffic can include tasks such as reassembling transferred files, searching for keywords and parsing human communication such as emails or chat sessions.\r\nTwo systems are commonly used to collect network data; a brute force &quot;catch it as you can&quot; and a more intelligent &quot;stop look listen&quot; method.\r\nNetwork forensics is a comparatively new field of forensic science. The growing popularity of the Internet in homes means that computing has become network-centric and data is now available outside of disk-based digital evidence. Network forensics can be performed as a standalone investigation or alongside a computer forensics analysis (where it is often used to reveal links between digital devices or reconstruct how a crime was committed).\r\nMarcus Ranum is credited with defining Network forensics as &quot;the capture, recording, and analysis of network events in order to discover the source of security attacks or other problem incidents&quot;.\r\nCompared to computer forensics, where evidence is usually preserved on disk, network data is more volatile and unpredictable. Investigators often only have material to examine if packet filters, firewalls, and intrusion detection systems were set up to anticipate breaches of security.\r\nSystems used to collect network data for forensics use usually come in two forms:\r\n<ul><li>&quot;Catch-it-as-you-can&quot; – This is where all packets passing through a certain traffic point are captured and written to storage with analysis being done subsequently in batch mode. This approach requires large amounts of storage.</li><li>&quot;Stop, look and listen&quot; – This is where each packet is analyzed in a rudimentary way in memory and only certain information saved for future analysis. This approach requires a faster processor to keep up with incoming traffic.</li></ul>","materialsDescription":" <span style=\"font-weight: bold;\">Why is network forensics important?</span>\r\nNetwork forensics is important because so many common attacks entail some type of misuse of network resources.\r\n<span style=\"font-weight: bold;\">What are the different ways in which the network can be attacked?</span>\r\nAttacks typically target availability confidentiality and integrity. Loss of any one of these items constitutes a security breach.\r\n<span style=\"font-weight: bold;\">Where is the best place to search for information?</span>\r\nInformation can be found by either doing a live analysis of the network, analyzing IDS information, or examining logs that can be found in routers and servers.\r\n<span style=\"font-weight: bold;\">How does a forensic analyst know how deeply to look for information?</span>\r\nSome amount of information can be derived from looking at the skill level of the attacker. Attackers with little skill are much less likely to use advanced hiding techniques.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Network_Forensics.png","alias":"network-forensics"},"485":{"id":485,"title":"Web security","description":" Web security basically means protecting a website or web application by detecting, preventing and responding to cyber threats.\r\nWebsites and web applications are just as prone to security breaches as physical homes, stores, and government locations. Unfortunately, cybercrime happens every day, and great web security measures are needed to protect websites and web applications from becoming compromised.\r\nThat’s exactly what web security does – it is a system of protection measures and protocols that can protect your website or web application from being hacked or entered by unauthorized personnel. This integral division of Information Security is vital to the protection of websites, web applications, and web services. Anything that is applied over the Internet should have some form of web security to protect it.\r\nThere are a lot of factors that go into web security and web protection. Any website or application that is secure is surely backed by different types of checkpoints and techniques for keeping it safe.\r\nThere are a variety of security standards that must be followed at all times, and these standards are implemented and highlighted by the OWASP. Most experienced web developers from top cybersecurity companies will follow the standards of the OWASP as well as keep a close eye on the Web Hacking Incident Database to see when, how, and why different people are hacking different websites and services.\r\nEssential steps in protecting web apps from attacks include applying up-to-date encryption, setting proper authentication, continuously patching discovered vulnerabilities, avoiding data theft by having secure software development practices. The reality is that clever attackers may be competent enough to find flaws even in a fairly robust secured environment, and so a holistic security strategy is advised.\r\nThere are different types of technologies available for maintaining the best security standards. Some popular technical solutions for testing, building, and preventing threats include black and white box testing tools, fuzzing tools, WAF, security or vulnerability scanners, password cracking tools, and so on.","materialsDescription":" <span style=\"font-weight: bold; \">What is Malware?</span>\r\nThe name malware is short for ‘malicioussoftware’. Malware includes any software program that has been created to perform an unauthorised — and often harmful — action on a user’s device. Examples of malware include:\r\n<ul><li>Computer viruses</li><li>Word and Excel macro viruses</li><li>Boot sector viruses</li><li>Script viruses — including batch, Windows shell, Java and others</li><li>Keyloggers</li><li>Password stealers</li><li>Backdoor Trojan viruses</li><li>Other Trojan viruses</li><li>Crimeware</li><li>Spyware</li><li>Adware... and many other types of malicious software programs</li></ul>\r\n<span style=\"font-weight: bold; \">What is the difference between a computer virus and a worm?</span>\r\n<span style=\"font-weight: bold; \">Computer virus.</span> This is a type of malicious program that can replicate itself — so that it can spread from file to file on a computer, and can also spread from one computer to another. Computer viruses are often programmed to perform damaging actions — such as corrupting or deleting data. The longer a virus remains undetected on your machine, the greater the number of infected files that may be on your computer.\r\n<span style=\"font-weight: bold; \">Worms.</span> Worms are generally considered to be a subset of computer viruses — but with some specific differences:\r\n<ul><li>A worm is a computer program that replicates, but does not infect other files.</li><li>The worm will install itself once on a computer — and then look for a way to spread to other computers.</li><li>Whereas a virus is a set of code that adds itself to existing files, a worm exists as a separate, standalone file.</li></ul>\r\n<span style=\"font-weight: bold; \">What is a Trojan virus?</span>\r\nA Trojan is effectively a program that pretends to be legitimate software — but, when launched, it will perform a harmful action. Unlike computer viruses and worms, Trojans cannot spread by themselves. Typically, Trojans are installed secretly and they deliver their malicious payload without the user’s knowledge.\r\nCybercriminals use many different types of Trojans — and each has been designed to perform a specific malicious function. The most common are:\r\n<ul><li>Backdoor Trojans (these often include a keylogger)</li><li>Trojan Spies</li><li>Password stealing Trojans</li><li>Trojan Proxies — that convert your computer into a spam distribution machine</li></ul>\r\n<span style=\"font-weight: bold; \">Why are Trojan viruses called Trojans?</span>\r\nIn Greek mythology — during the Trojan war — the Greeks used subterfuge to enter the city of Troy. The Greeks constructed a massive wooden horse — and, unaware that the horse contained Greek soldiers, the Trojans pulled the horse into the city. At night, the Greek soldiers escaped from the horse and opened the city gates — for the Greek army to enter Troy.\r\nToday, Trojan viruses use subterfuge to enter unsuspecting users’ computers and devices.\r\n<span style=\"font-weight: bold; \">What is a Keylogger?</span>\r\nA keylogger is a program that can record what you type on your computer keyboard. Criminals use keyloggers to obtain confidential data — such as login details, passwords, credit card numbers, PINs and other items. Backdoor Trojans typically include an integrated keylogger.\r\n<span style=\"font-weight: bold; \">What is Phishing?</span>\r\nPhishing is a very specific type of cybercrime that is designed to trick you into disclosing valuable information — such as details about your bank account or credit cards. Often, cybercriminals will create a fake website that looks just like a legitimate site — such as a bank’s official website. The cybercriminal will try to trick you into visiting their fake site — typically by sending you an email that contains a hyperlink to the fake site. When you visit the fake website, it will generally ask you to type in confidential data — such as your login, password or PIN.\r\n<span style=\"font-weight: bold; \">What is Spyware?</span>\r\nSpyware is software that is designed to collect your data and send it to a third party — without your knowledge or consent. Spyware programs will often:\r\n<ul><li>Monitor the keys you press on your keyboard — using a keylogger</li><li>Collect confidential information — such as your passwords, credit card numbers, PIN numbers and more</li><li>Gather — or ‘harvest’ — email addresses from your computer</li><li>Track your Internet browsing habits</li></ul>\r\n<span style=\"font-weight: bold; \">What is a Rootkit?</span>\r\nRootkits are programs that hackers use in order to evade detection while trying to gain unauthorised access to a computer. Rootkits have been used increasingly as a form of stealth to hide Trojan virus activity. When installed on a computer, rootkits are invisible to the user and also take steps to avoid being detected by security software.\r\nThe fact that many people log into their computers with administrator rights — rather than creating a separate account with restricted access — makes it easier for cybercriminals to install a rootkit.\r\n<span style=\"font-weight: bold; \">What is a Botnet?</span>\r\nA botnet is a network of computers controlled by cybercriminals using a Trojan virus or other malicious program.\r\n<span style=\"font-weight: bold;\">What is a DDoS attack?</span>\r\nA Distributed-Denial-of-Service (DDoS) attack is similar to a DoS. However, a DDoS attack is conducted using multiple machines. Usually, for a DDoS attack, the hacker will use one security compromised computer as the ‘master’ machine that co-ordinates the attack by other ‘zombie machines’. Typically, the cybercriminal will compromise the security on the master and all of the zombie machines, by exploiting a vulnerability in an application on each computer — to install a Trojan or other piece of malicious code.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/security-web-application-security.png","alias":"web-security"},"791":{"id":791,"title":"Vulnerability Scanner","description":" A <span style=\"font-weight: bold;\">vulnerability scanner</span> is a computer program designed to assess computers, network vulnerability or applications for known weaknesses. In plain words, these scanners are used to discover the weaknesses of a given system. They are utilized in the identification and detection of vulnerabilities arising from mis-configurations or flawed programming within a network-based asset such as a firewall, router, web server, application server, etc. They&nbsp; are typically available as SaaS (Software as a service); provided over the internet and delivered as a web application. \r\nMost vulnerability scanners will also attempt to log in to systems using default or other credentials in order to build a more detailed picture of the system. After building up an inventory, the vulnerability scanner checks each item in the inventory against one or more databases of known vulnerabilities to see if any items are subject to any of these vulnerabilities. The result of such scan is a systems vulnerability analysis, highlighting any that have known vulnerabilities that may need threat and vulnerability management.\r\n<span style=\"font-weight: bold;\">How vulnerability scanning works</span>. Vulnerability scanning finds systems and software that have known security vulnerabilities, but this information is only useful to IT security teams when it is used as the first part of a four-part vulnerability management process. <span style=\"font-weight: bold;\">Vulnerability management process involves:</span>\r\n<ul><li>Identification of vulnerabilities</li><li>Evaluation of the risk posed by any vulnerabilities identified</li><li>Treatment of any identified vulnerabilities</li><li>Reporting on vulnerabilities and how they have been handled</li></ul>\r\n<br /><span style=\"font-weight: bold;\">Types of vulnerability scans. </span>Not all vulnerability scans are alike, and to ensure compliance with certain regulations (such as those set by the PCI Security Standards Council) it is necessary to carry out two distinct types of vulnerability scans: an internal and an external vulnerability scan. \r\n<span style=\"font-weight: bold;\">External vulnerability scan.</span> As the name suggests, an external vulnerability scan is carried out from outside an organization's network, and its principal purpose is to detect vulnerabilities in the perimeter defenses such as open ports in the network firewall or specialized web application firewall. An external vulnerability scan can help organizations fix security issues that could enable hackers to gain access to the organization's network.\r\n<span style=\"font-weight: bold;\">Internal vulnerability scan. </span>By contrast, an internal vulnerability scan is carried out from inside an organization's perimeter defenses. Its purpose is to detect vulnerabilities that could be exploited by hackers who successfully penetrate the perimeter defenses, or equally by &quot;insider threats&quot; such as contractors or disgruntled employees who have legitimate access to parts of the network.\r\n<span style=\"font-weight: bold;\">Unauthenticated and authenticated vulnerability scans.</span> A similar but not always identical variation of internal and external vulnerability scans is the concept of unauthenticated and authenticated vulnerability scans. Unauthenticated scans, like external scans, search for weaknesses in the network perimeter, while authenticated scans&nbsp; provide vulnerability scanners with various privileged credentials, allowing them to probe the inside of the network for weak passwords, configuration issues, and misconfigured databases or applications.<br /><br />","materialsDescription":"<h1 class=\"align-center\">What is Vulnerability Assessment?</h1>\r\nVulnerability Assessment is also known as Vulnerability Testing, is a vulnerability scanning software performed to evaluate the security risks in the software system in order to reduce the probability of a threat. Vulnerability Analysis depends upon two mechanisms namely Vulnerability Assessment and Penetration Testing (VAPT).\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Types of a vulnerability scanner:</span></p>\r\n<span style=\"font-weight: bold;\">Host Based. </span>Identifies the issues in the host or the system. The process is carried out by using host-based scanners and diagnose the vulnerabilities. The host-based tools will load a mediator software onto the target system; it will trace the event and report it to the security analyst.\r\n<span style=\"font-weight: bold;\">Network-Based.</span> It will detect the open port, and identify the unknown services running on these ports. Then it will disclose possible vulnerabilities associated with these services. This process is done by using Network-based Scanners.\r\n<span style=\"font-weight: bold;\">Database-Based.</span> It will identify the security exposure in the database systems using tools and techniques to prevent from SQL Injections. (SQL Injections: - Injecting SQL statements into the database by the malicious users, which can read the sensitive data's from a database and can update the data in the Database.)\r\n<h1 class=\"align-center\">How vulnerability scanners works?</h1>\r\nVulnerability scanning is an inspection of the potential points of exploit on a computer or network to identify security holes.\r\nA security scan detects and classifies system weaknesses in computers, networks and communications equipment and predicts the effectiveness of countermeasures. A scan may be performed by an organization’s IT department or a security service provide, possibly as a condition imposed by some authority.&nbsp; Vulnerability scans are also used by attackers looking for points of entry.\r\nA vulnerability scanner runs from the end point of the person inspecting the attack surface in question. The software compares details about the target attack surface to a database of information about known security holes in services and ports, anomalies in packet construction, and potential paths to exploitable programs or scripts. The scanner software attempts to exploit each vulnerability that is discovered.\r\nRunning a vulnerability scan can pose its own risks as it is inherently intrusive on the target machine’s running code. As a result, the scan can cause issues such as errors and reboots, reducing productivity.\r\n<h1 class=\"align-center\">How to choose the best vulnerability scanning tool?</h1>\r\nWhen researching vulnerability scanners, it's important to find out how they're rated for accuracy (the most important metric) as well as reliability, scalability and reporting. If accuracy is lacking, you'll end up running two different scanners, hoping that one picks up vulnerabilities that the other misses. This adds cost and effort to the scanning process. \r\n<span style=\"font-weight: bold;\">Software-Based Vulnerability Scanners.</span> These types of scanning products generally include configuration auditing, target profiling, penetration testing and detailed vulnerability analysis. They integrate with Windows products, such as Microsoft System Center, to provide intelligent patch management; some work with mobile device managers. They can scan not only physical network devices, servers and workstations, but extend to virtual machines, BYOD mobile devices and databases.\r\n<span style=\"font-weight: bold;\">Cloud-Based Vulnerability Scanners: </span>Continuous, On-Demand Monitoring. A newer type of vulnerability finder&nbsp; is delivered on-demand as Software as a Service (SaaS). Like software-based scanners, on-demand scanners incorporate links for downloading vendor patches and updates for identified vulnerabilities, reducing remediation effort. These services also include scanning thresholds to prevent overloading devices during the scanning process, which can cause devices to crash.\r\n<h1 class=\"align-center\">What is mobile application security scanner?</h1>\r\nMobile application security testing can help ensure there aren’t any loopholes in the software that may cause data loss. The sets of tests are meant to attack the app to identify possible threats and vulnerabilities that would allow external persons or systems to access private information stored on the mobile device. \r\nMobile application vulnerability scanner can help to ensure that applications are free from the flaws and weaknesses that hackers use to gain access to sensitive information. From backdoors, malicious code and other threats, these flaws may be present both in commercial and open source applications as well as software developed in-house.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Vulnerability_Scanner.png","alias":"vulnerability-scanner"},"836":{"id":836,"title":"DRP - Digital Risk Protection","description":"Digital risks exist on social media and web channels, outside most organization's line of visibility. Organizations struggle to monitor these external, unregulated channels for risks targeting their business, their employees or their customers.\r\nCategories of risk include cyber (insider threat, phishing, malware, data loss), revenue (customer scams, piracy, counterfeit goods) brand (impersonations, slander) and physical (physical threats, natural disasters).\r\nDue to the explosive growth of digital risks, organizations need a flexible, automated approach that can monitor digital channels for organization-specific risks, trigger alerts and remediate malicious posts, profiles, content or apps.\r\nDigital risk protection (DRP) is the process of protecting social media and digital channels from security threats and business risks such as social engineering, external fraud, data loss, insider threat and reputation-based attacks. DRP reduces risks that emerge from digital transformation, protecting against the unwanted exposure of a company’s data, brand, and attack surface and providing actionable insight on threats from the open, deep, and dark web.<br /><br />","materialsDescription":"<span style=\"font-weight: bold;\">What is a digital risk?</span>\r\nDigital risks can take many forms. Most fundamentally, what makes a risk digital? Digital risk is any risk that plays out in one form or another online, outside of an organization’s IT infrastructure and beyond the security perimeter. This can be a cyber risk, like a phishing link or ransomware via LinkedIn, but can also include traditional risks with a digital component, such as credit card money flipping scams on Instagram.\r\n<span style=\"font-weight: bold;\">What are the features of Digital Risk Protection?</span>\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">The features are:</span></span>\r\n<ul><li>Protecting yourself from digital risk by building a watchtower, not a wall. A new Forrester report identifies two objectives for any digital risk protection effort: identifying risks and resolving them.</li><li>Digital risk comes in many forms, like unauthorized data disclosure, threat coordination from cybercriminals, risks inherent in the technology you use and in your third-party associates and even from your own employees.</li><li>The best solutions should automate the collection of data and draw from many sources; should have the capabilities to map, monitor, and mitigate digital risk and should be flexible enough to be applied in multiple use cases — factors that many threat intelligence solutions excel in.</li></ul>\r\n<span style=\"font-weight: bold;\">What elements constitute a digital risk?</span>\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Unauthorized Data Disclosure</span></span>\r\nThis includes the theft or leakage of any kind of sensitive data, like the personal financial information of a retail organization’s customers or the source code for a technology company’s proprietary products.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Threat Coordination Activity</span></span>\r\nMarketplaces and criminal forums on the dark web or even just on the open web are potent sources of risk. Here, a vulnerability identified by one group or individual who can’t act on it can reach the hands of someone who can. This includes the distribution of exploits in both targeted and untargeted campaigns.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Supply Chain Issues</span></span>\r\nBusiness partners, third-party suppliers, and other vendors who interact directly with your organization but are not necessarily following the same security practices can open the door to increased risk.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Employee Risk</span></span>\r\nEven the most secure and unbreakable lock can still easily be opened if you just have the right key. Through social engineering efforts, identity or access management and manipulation, or malicious insider attacks coming from disgruntled employees, even the most robust cybersecurity program can be quickly subverted.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Technology Risks</span></span>\r\nThis broad category includes all of the risks you must consider across the different technologies your organization might rely on to get your work done, keep it running smoothly, and tell people about it.\r\n<ul><li><span style=\"font-weight: bold;\">Physical Infrastructure:</span> Countless industrial processes are now partly or completely automated, relying on SCADA, DCS, or PLC systems to run smoothly — and opening them up to cyber- attacks (like the STUXNET attack that derailed an entire country’s nuclear program).</li><li><span style=\"font-weight: bold;\">IT Infrastructure:</span> Maybe the most commonsensical source of digital risk, this includes all of the potential vulnerabilities in your software and hardware. The proliferation of the internet of things devices poses a growing and sometimes underappreciated risk here.</li><li><span style=\"font-weight: bold;\">Public-Facing Presence:</span> All of the points where you interact with your customers and other public entities, whether through social media, email campaigns, or other marketing strategies, represent potential sources of risk.</li></ul>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Digital_Risk_Protection.png","alias":"drp-digital-risk-protection"}},"branches":"Information Technology","companySizes":"1 to 50 Employees","companyUrl":"https://www.coraxcyber.com/","countryCodes":[],"certifications":[],"isSeller":true,"isSupplier":true,"isVendor":true,"presenterCodeLng":"","seo":{"title":"Corax","keywords":"","description":" <span style=\"font-weight: bold;\">Corax </span>is a cyber risk analytics platform that is helping the insurance industry to overcome the challenges of selling cyber insurance, using powerful data-driven insights. They are speeding up and enhancing the insuranc","og:title":"Corax","og:description":" <span style=\"font-weight: bold;\">Corax </span>is a cyber risk analytics platform that is helping the insurance industry to overcome the challenges of selling cyber insurance, using powerful data-driven insights. They are speeding up and enhancing the insuranc","og:image":"https://old.roi4cio.com/uploads/roi/company/corax.png"},"eventUrl":"","vendorPartners":[],"supplierPartners":[],"vendoredProducts":[{"id":4432,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/corax.png","logo":true,"scheme":false,"title":"Corax | Cyber risk modelling and prediction platform","vendorVerified":0,"rating":"0.00","implementationsCount":0,"suppliersCount":0,"supplierPartnersCount":0,"alias":"corax-cyber-risk-modelling-and-prediction-platform","companyTitle":"Corax","companyTypes":["supplier","vendor"],"companyId":6846,"companyAlias":"corax","description":"Corax’s rich data foundation is created through expert ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary Corax automated ‘outside in’ discovery tools that identify detailed characteristics of the technology and security environment of individual companies and their internet connections with other companies.\r\n<ul><li>Technology and Security data</li><li>Loss data</li><li>Real time Threat Intelligence &amp; Vulnerability data</li><li>Real time Business Interruption / Internet</li><li>Commercial Information</li><li>Custom analytics</li><li>Clients able to modify our model to develop their own view of risk</li></ul>\r\n<span style=\"font-weight: bold;\">AI-enabled probabilistic modelling.</span> Prediction and expected costs of data theft and IT disruption\r\n<span style=\"font-weight: bold;\">Rich, granular, expert-created standardised dataset.</span> Detailed technology, security and loss data on millions of companies\r\n<span style=\"font-weight: bold;\">Scalable technology platform.</span> Continuous daily, automatic addition and update of thousands of companies in the database\r\n<p class=\"align-center\">Data, reports and modelled outputs on:</p>\r\n<ul><li>Cyber risk of individual and groups of companies, including assessment and benchmarking of cyber hygiene and technology resilience; and prediction and expected costs of data theft and IT disruption.</li><li>Scenarios relating to cyber events, security vulnerabilities, technologies and vendors.</li></ul>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Delivered via web access or API integration</span></p>\r\nCorax is the leading and largest source of cyber exposure data and predicted loss costs of breach and network outage events. \r\nCorax’s rich data foundation is created through expert selection, ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary automated discovery tools that identify detailed characteristics of the technology and security environment of individual companies and their interconnections with other companies. \r\nModelled data is developed within a proprietary AI probabilistic engine to predict the expected cost of data compromise and IT disruption with unprecedented accuracy.\r\n<p class=\"align-left\"><br /><br /></p>","shortDescription":"Data, modelling and analytics on the cyber exposure of millions of interconnected companies worldwide, delivered in real-time through an AI-enabled platform.","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":19,"sellingCount":9,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Corax | Cyber risk modelling and prediction platform","keywords":"","description":"Corax’s rich data foundation is created through expert ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary Corax automated ‘outside in’ discovery tools that identify deta","og:title":"Corax | Cyber risk modelling and prediction platform","og:description":"Corax’s rich data foundation is created through expert ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary Corax automated ‘outside in’ discovery tools that identify deta","og:image":"https://old.roi4cio.com/fileadmin/user_upload/corax.png"},"eventUrl":"","translationId":4433,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":836,"title":"DRP - Digital Risk Protection","alias":"drp-digital-risk-protection","description":"Digital risks exist on social media and web channels, outside most organization's line of visibility. Organizations struggle to monitor these external, unregulated channels for risks targeting their business, their employees or their customers.\r\nCategories of risk include cyber (insider threat, phishing, malware, data loss), revenue (customer scams, piracy, counterfeit goods) brand (impersonations, slander) and physical (physical threats, natural disasters).\r\nDue to the explosive growth of digital risks, organizations need a flexible, automated approach that can monitor digital channels for organization-specific risks, trigger alerts and remediate malicious posts, profiles, content or apps.\r\nDigital risk protection (DRP) is the process of protecting social media and digital channels from security threats and business risks such as social engineering, external fraud, data loss, insider threat and reputation-based attacks. DRP reduces risks that emerge from digital transformation, protecting against the unwanted exposure of a company’s data, brand, and attack surface and providing actionable insight on threats from the open, deep, and dark web.<br /><br />","materialsDescription":"<span style=\"font-weight: bold;\">What is a digital risk?</span>\r\nDigital risks can take many forms. Most fundamentally, what makes a risk digital? Digital risk is any risk that plays out in one form or another online, outside of an organization’s IT infrastructure and beyond the security perimeter. This can be a cyber risk, like a phishing link or ransomware via LinkedIn, but can also include traditional risks with a digital component, such as credit card money flipping scams on Instagram.\r\n<span style=\"font-weight: bold;\">What are the features of Digital Risk Protection?</span>\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">The features are:</span></span>\r\n<ul><li>Protecting yourself from digital risk by building a watchtower, not a wall. A new Forrester report identifies two objectives for any digital risk protection effort: identifying risks and resolving them.</li><li>Digital risk comes in many forms, like unauthorized data disclosure, threat coordination from cybercriminals, risks inherent in the technology you use and in your third-party associates and even from your own employees.</li><li>The best solutions should automate the collection of data and draw from many sources; should have the capabilities to map, monitor, and mitigate digital risk and should be flexible enough to be applied in multiple use cases — factors that many threat intelligence solutions excel in.</li></ul>\r\n<span style=\"font-weight: bold;\">What elements constitute a digital risk?</span>\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Unauthorized Data Disclosure</span></span>\r\nThis includes the theft or leakage of any kind of sensitive data, like the personal financial information of a retail organization’s customers or the source code for a technology company’s proprietary products.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Threat Coordination Activity</span></span>\r\nMarketplaces and criminal forums on the dark web or even just on the open web are potent sources of risk. Here, a vulnerability identified by one group or individual who can’t act on it can reach the hands of someone who can. This includes the distribution of exploits in both targeted and untargeted campaigns.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Supply Chain Issues</span></span>\r\nBusiness partners, third-party suppliers, and other vendors who interact directly with your organization but are not necessarily following the same security practices can open the door to increased risk.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Employee Risk</span></span>\r\nEven the most secure and unbreakable lock can still easily be opened if you just have the right key. Through social engineering efforts, identity or access management and manipulation, or malicious insider attacks coming from disgruntled employees, even the most robust cybersecurity program can be quickly subverted.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Technology Risks</span></span>\r\nThis broad category includes all of the risks you must consider across the different technologies your organization might rely on to get your work done, keep it running smoothly, and tell people about it.\r\n<ul><li><span style=\"font-weight: bold;\">Physical Infrastructure:</span> Countless industrial processes are now partly or completely automated, relying on SCADA, DCS, or PLC systems to run smoothly — and opening them up to cyber- attacks (like the STUXNET attack that derailed an entire country’s nuclear program).</li><li><span style=\"font-weight: bold;\">IT Infrastructure:</span> Maybe the most commonsensical source of digital risk, this includes all of the potential vulnerabilities in your software and hardware. The proliferation of the internet of things devices poses a growing and sometimes underappreciated risk here.</li><li><span style=\"font-weight: bold;\">Public-Facing Presence:</span> All of the points where you interact with your customers and other public entities, whether through social media, email campaigns, or other marketing strategies, represent potential sources of risk.</li></ul>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Digital_Risk_Protection.png"},{"id":840,"title":"ICS/SCADA Cyber Security","alias":"icsscada-cyber-security","description":"SCADA security is the practice of protecting supervisory control and data acquisition (SCADA) networks, a common framework of control systems used in industrial operations. These networks are responsible for providing automated control and remote human management of essential commodities and services such as water, natural gas, electricity and transportation to millions of people. They can also be used to improve the efficiencies and quality in other less essential (but some would say very important!) real-world processes such as snowmaking for ski resorts and beer brewing. SCADA is one of the most common types of industrial control systems (ICS).\r\nThese networks, just like any other network, are under threat from cyber-attacks that could bring down any part of the nation's critical infrastructure quickly and with dire consequences if the right security is not in place. Capital expenditure is another key concern; SCADA systems can cost an organization from tens of thousands to millions of dollars. For these reasons, it is essential that organizations implement robust SCADA security measures to protect their infrastructure and the millions of people that would be affected by the disruption caused by an external attack or internal error.\r\nSCADA security has evolved dramatically in recent years. Before computers, the only way to monitor a SCADA network was to deploy several people to each station to report back on the state of each system. In busier stations, technicians were stationed permanently to manually operate the network and communicate over telephone wires.\r\nIt wasn't until the introduction of the local area network (LAN) and improvements in system miniaturization that we started to see advances in SCADA development such as the distributed SCADA network. Next came networked systems that were able to communicate over a wide area network (WAN) and connect many more components together.\r\nFrom local companies to federal governments, every business or organization that works with SCADA systems are vulnerable to SCADA security threats. These threats can have wide-reaching effects on both the economy and the community. Specific threats to SCADA networks include the following:\r\n<span style=\"font-weight: bold;\">Hackers.</span> Individuals or groups with malicious intent could bring a SCADA network to its knees. By gaining access to key SCADA components, hackers could unleash chaos on an organization that can range from a disruption in services to cyber warfare.\r\n<span style=\"font-weight: bold;\">Malware.</span> Malware, including viruses, spyware and ransomware can pose a risk to SCADA systems. While malware may not be able to specifically target the network itself, it can still pose a threat to the key infrastructure that helps to manage the SCADA network. This includes mobile SCADA applications that are used to monitor and manage SCADA systems.\r\n<span style=\"font-weight: bold;\">Terrorists.</span> Where hackers are usually motivated by sordid gain, terrorists are driven by the desire to cause as much mayhem and damage as possible.\r\n<span style=\"font-weight: bold;\">Employees.</span> Insider threats can be just as damaging as external threats. From human error to a disgruntled employee or contractor, it is essential that SCADA security addresses these risks.\r\nManaging today's SCADA networks can be a challenge without the right security precautions in place. Many networks are still without the necessary detection and monitoring systems and this leaves them vulnerable to attack. Because SCADA network attacks exploit both cyber and physical vulnerabilities, it is critical to align cybersecurity measures accordingly.","materialsDescription":"<span style=\"font-weight: bold;\">What is the difference between ICS/SCADA cybersecurity and information security?</span>\r\nAutomated process control systems (SCADA) have a lot of differences from “traditional” corporate information systems: from the destination, specific data transfer protocols and equipment used and ending with the environment in which they operate. In corporate networks and systems, as a rule, the main protected resource is information that is processed, transmitted and stored in automated systems, and the main goal is to ensure its confidentiality. In ICS, the protected resource, first of all, is the technological process itself, and the main goal is to ensure its continuity (accessibility of all nodes) and integrity (including information transmitted between the nodes of the ICS). Moreover, the field of potential risks and threats to ICS, in comparison with corporate systems, expands with risks of potential damage to life and health of personnel and the public, damage to the environment and infrastructure. That is why it is incorrect to talk about “information security” in relation to ICS/SCADA. In English sources, the term “cybersecurity” is used for this, a direct translation of which (cybersecurity) is increasingly found in our market in relation to the protection of process control systems.\r\n<span style=\"font-weight: bold;\">Is it really necessary?</span>\r\nIt is necessary. There are a number of myths about process control systems, for example: “process control systems are completely isolated from the outside world”, “process control systems are too specific for someone to crack”, “process control systems are reliably protected by the developer”, or even “No one will ever try us, hacking us is not interesting. ” All this is no longer true. Many modern distributed process control systems have one or another connection with the corporate network, even if the system owners are unaware of this. Communication with the outside world greatly simplifies the task of the attacker, but does not remain the only possible option. Automated process control software and data transfer protocols are, as a rule, very, very insecure against cyber threats. This is evidenced by numerous articles and reports of experts involved in the study of the protection of industrial control systems and penetration tests. The PHDays III section on hacking automated process control systems impressed even ardent skeptics. Well, and, of course, the argument “they have NOT attacked us, therefore they will not” - can hardly be considered seriously. Everyone has heard about Stuxnet, which dispelled almost all the myths about the safety of ICS at once.\r\n<span style=\"font-weight: bold;\">Who needs this?</span>\r\nWith the phrase ICS/SCADA, most imagine huge plants, automated CNC machines or something similar. However, the application of process control systems is not limited to these objects - in the modern age of automation, process control systems are used everywhere: from large production facilities, the oil and gas industry, transport management to smart home systems. And, by the way, with the protection of the latter, as a rule, everything can be much worse, because the developer silently and imperceptibly shifts responsibility to the shoulders of the user.\r\nOf course, some of the objects with automated process control systems are more interesting for attackers, others less. But, given the ever-growing number of vulnerabilities discovered and published in the ICS, the spread of &quot;exclusive&quot; (written for specific protocols and ICS software) malware, considering your system safe &quot;by default&quot; is unreasonable.\r\n<span style=\"font-weight: bold;\">Are ICS and SCADA the same thing?</span>\r\nNo. SCADA systems (supervisory control and data acquisition, supervisory control and data collection) are part of the control system. Usually, a SCADA system means centralized control and management systems with the participation of a person as a whole system or a complex of industrial control systems. SCADA is the central link between people (human-machine interfaces) and PLC levels (programmable logic controller) or RTU (remote terminal unit).\r\n<span style=\"font-weight: bold;\">What is ICS/SCADA cybersecurity?</span>\r\nIn fact, ICS cybersecurity is a process similar to “information security” in a number of properties, but very different in details. And the devil, as you know, lies in them. ICS/SCADA also has similar information security-related processes: asset inventory, risk analysis and assessment, threat analysis, security management, change management, incident response, continuity, etc. But these processes themselves are different.<br />The cyber security of ICSs has the same basic target qualities - confidentiality, integrity and accessibility, but the significance and point of application for them are completely different. It should be remembered that in ICS/SCADA we, first of all, protect the technological process. Beyond this - from the risks of damage to human health and life and the environment.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_SCADA_Cyber_Security.png"},{"id":467,"title":"Network Forensics","alias":"network-forensics","description":" Network forensics is a sub-branch of digital forensics relating to the monitoring and analysis of computer network traffic for the purposes of information gathering, legal evidence, or intrusion detection. Unlike other areas of digital forensics, network investigations deal with volatile and dynamic information. Network traffic is transmitted and then lost, so network forensics is often a pro-active investigation.\r\nNetwork forensics generally has two uses. The first, relating to security, involves monitoring a network for anomalous traffic and identifying intrusions. An attacker might be able to erase all log files on a compromised host; network-based evidence might therefore be the only evidence available for forensic analysis. The second form relates to law enforcement. In this case analysis of captured network traffic can include tasks such as reassembling transferred files, searching for keywords and parsing human communication such as emails or chat sessions.\r\nTwo systems are commonly used to collect network data; a brute force &quot;catch it as you can&quot; and a more intelligent &quot;stop look listen&quot; method.\r\nNetwork forensics is a comparatively new field of forensic science. The growing popularity of the Internet in homes means that computing has become network-centric and data is now available outside of disk-based digital evidence. Network forensics can be performed as a standalone investigation or alongside a computer forensics analysis (where it is often used to reveal links between digital devices or reconstruct how a crime was committed).\r\nMarcus Ranum is credited with defining Network forensics as &quot;the capture, recording, and analysis of network events in order to discover the source of security attacks or other problem incidents&quot;.\r\nCompared to computer forensics, where evidence is usually preserved on disk, network data is more volatile and unpredictable. Investigators often only have material to examine if packet filters, firewalls, and intrusion detection systems were set up to anticipate breaches of security.\r\nSystems used to collect network data for forensics use usually come in two forms:\r\n<ul><li>&quot;Catch-it-as-you-can&quot; – This is where all packets passing through a certain traffic point are captured and written to storage with analysis being done subsequently in batch mode. This approach requires large amounts of storage.</li><li>&quot;Stop, look and listen&quot; – This is where each packet is analyzed in a rudimentary way in memory and only certain information saved for future analysis. This approach requires a faster processor to keep up with incoming traffic.</li></ul>","materialsDescription":" <span style=\"font-weight: bold;\">Why is network forensics important?</span>\r\nNetwork forensics is important because so many common attacks entail some type of misuse of network resources.\r\n<span style=\"font-weight: bold;\">What are the different ways in which the network can be attacked?</span>\r\nAttacks typically target availability confidentiality and integrity. Loss of any one of these items constitutes a security breach.\r\n<span style=\"font-weight: bold;\">Where is the best place to search for information?</span>\r\nInformation can be found by either doing a live analysis of the network, analyzing IDS information, or examining logs that can be found in routers and servers.\r\n<span style=\"font-weight: bold;\">How does a forensic analyst know how deeply to look for information?</span>\r\nSome amount of information can be derived from looking at the skill level of the attacker. Attackers with little skill are much less likely to use advanced hiding techniques.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Network_Forensics.png"},{"id":69,"title":"Business Analytics","alias":"business-analytics","description":"Business Analytics is “the study of data through statistical and operations analysis, the formation of predictive models, application of optimization techniques, and the communication of these results to customers, business partners, and college executives.” Business Analytics requires quantitative methods and evidence-based data for business modeling and decision making; as such, Business Analytics requires the use of Big Data.\r\nSAS describes Big Data as “a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis.” What’s important to keep in mind about Big Data is that the amount of data is not as important to an organization as the analytics that accompany it. When companies analyze Big Data, they are using Business Analytics to get the insights required for making better business decisions and strategic moves.\r\nCompanies use Business Analytics (BA) to make data-driven decisions. The insight gained by BA enables these companies to automate and optimize their business processes. In fact, data-driven companies that utilize Business Analytics achieve a competitive advantage because they are able to use the insights to:\r\n<ul><li>Conduct data mining (explore data to find new patterns and relationships)</li><li>Complete statistical analysis and quantitative analysis to explain why certain results occur</li><li>Test previous decisions using A/B testing and multivariate testing</li><li>Make use of predictive modeling and predictive analytics to forecast future results</li></ul>\r\nBusiness Analytics also provides support for companies in the process of making proactive tactical decisions, and BA makes it possible for those companies to automate decision making in order to support real-time responses.","materialsDescription":"<span style=\"font-weight: bold; \">What does Business Analytics (BA) mean?</span>\r\nBusiness analytics (BA) refers to all the methods and techniques that are used by an organization to measure performance. Business analytics are made up of statistical methods that can be applied to a specific project, process or product. Business analytics can also be used to evaluate an entire company. Business analytics are performed in order to identify weaknesses in existing processes and highlight meaningful data that will help an organization prepare for future growth and challenges.\r\nThe need for good business analytics has spurred the creation of business analytics software and enterprise platforms that mine an organization’s data in order to automate some of these measures and pick out meaningful insights.\r\nAlthough the term has become a bit of a buzzword, business analytics are a vital part of any business. Business analytics make up a large portion of decision support systems, continuous improvement programs and many of the other techniques used to keep a business competitive. Consequently, accurate business analytics like efficiency measures and capacity utilization rates are the first step to properly implementing these techniques.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Business_Analytics.png"}],"characteristics":[],"concurentProducts":[],"jobRoles":[],"organizationalFeatures":[],"complementaryCategories":[],"solutions":[],"materials":[],"useCases":[],"best_practices":[],"values":[],"implementations":[]}],"suppliedProducts":[{"id":4432,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/corax.png","logo":true,"scheme":false,"title":"Corax | Cyber risk modelling and prediction platform","vendorVerified":0,"rating":"0.00","implementationsCount":0,"suppliersCount":0,"supplierPartnersCount":0,"alias":"corax-cyber-risk-modelling-and-prediction-platform","companyTitle":"Corax","companyTypes":["supplier","vendor"],"companyId":6846,"companyAlias":"corax","description":"Corax’s rich data foundation is created through expert ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary Corax automated ‘outside in’ discovery tools that identify detailed characteristics of the technology and security environment of individual companies and their internet connections with other companies.\r\n<ul><li>Technology and Security data</li><li>Loss data</li><li>Real time Threat Intelligence &amp; Vulnerability data</li><li>Real time Business Interruption / Internet</li><li>Commercial Information</li><li>Custom analytics</li><li>Clients able to modify our model to develop their own view of risk</li></ul>\r\n<span style=\"font-weight: bold;\">AI-enabled probabilistic modelling.</span> Prediction and expected costs of data theft and IT disruption\r\n<span style=\"font-weight: bold;\">Rich, granular, expert-created standardised dataset.</span> Detailed technology, security and loss data on millions of companies\r\n<span style=\"font-weight: bold;\">Scalable technology platform.</span> Continuous daily, automatic addition and update of thousands of companies in the database\r\n<p class=\"align-center\">Data, reports and modelled outputs on:</p>\r\n<ul><li>Cyber risk of individual and groups of companies, including assessment and benchmarking of cyber hygiene and technology resilience; and prediction and expected costs of data theft and IT disruption.</li><li>Scenarios relating to cyber events, security vulnerabilities, technologies and vendors.</li></ul>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Delivered via web access or API integration</span></p>\r\nCorax is the leading and largest source of cyber exposure data and predicted loss costs of breach and network outage events. \r\nCorax’s rich data foundation is created through expert selection, ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary automated discovery tools that identify detailed characteristics of the technology and security environment of individual companies and their interconnections with other companies. \r\nModelled data is developed within a proprietary AI probabilistic engine to predict the expected cost of data compromise and IT disruption with unprecedented accuracy.\r\n<p class=\"align-left\"><br /><br /></p>","shortDescription":"Data, modelling and analytics on the cyber exposure of millions of interconnected companies worldwide, delivered in real-time through an AI-enabled platform.","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":19,"sellingCount":9,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Corax | Cyber risk modelling and prediction platform","keywords":"","description":"Corax’s rich data foundation is created through expert ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary Corax automated ‘outside in’ discovery tools that identify deta","og:title":"Corax | Cyber risk modelling and prediction platform","og:description":"Corax’s rich data foundation is created through expert ingestion and analysis of third party datasets, including threat intelligence, internet performance data and loss data, and using proprietary Corax automated ‘outside in’ discovery tools that identify deta","og:image":"https://old.roi4cio.com/fileadmin/user_upload/corax.png"},"eventUrl":"","translationId":4433,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":836,"title":"DRP - Digital Risk Protection","alias":"drp-digital-risk-protection","description":"Digital risks exist on social media and web channels, outside most organization's line of visibility. Organizations struggle to monitor these external, unregulated channels for risks targeting their business, their employees or their customers.\r\nCategories of risk include cyber (insider threat, phishing, malware, data loss), revenue (customer scams, piracy, counterfeit goods) brand (impersonations, slander) and physical (physical threats, natural disasters).\r\nDue to the explosive growth of digital risks, organizations need a flexible, automated approach that can monitor digital channels for organization-specific risks, trigger alerts and remediate malicious posts, profiles, content or apps.\r\nDigital risk protection (DRP) is the process of protecting social media and digital channels from security threats and business risks such as social engineering, external fraud, data loss, insider threat and reputation-based attacks. DRP reduces risks that emerge from digital transformation, protecting against the unwanted exposure of a company’s data, brand, and attack surface and providing actionable insight on threats from the open, deep, and dark web.<br /><br />","materialsDescription":"<span style=\"font-weight: bold;\">What is a digital risk?</span>\r\nDigital risks can take many forms. Most fundamentally, what makes a risk digital? Digital risk is any risk that plays out in one form or another online, outside of an organization’s IT infrastructure and beyond the security perimeter. This can be a cyber risk, like a phishing link or ransomware via LinkedIn, but can also include traditional risks with a digital component, such as credit card money flipping scams on Instagram.\r\n<span style=\"font-weight: bold;\">What are the features of Digital Risk Protection?</span>\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">The features are:</span></span>\r\n<ul><li>Protecting yourself from digital risk by building a watchtower, not a wall. A new Forrester report identifies two objectives for any digital risk protection effort: identifying risks and resolving them.</li><li>Digital risk comes in many forms, like unauthorized data disclosure, threat coordination from cybercriminals, risks inherent in the technology you use and in your third-party associates and even from your own employees.</li><li>The best solutions should automate the collection of data and draw from many sources; should have the capabilities to map, monitor, and mitigate digital risk and should be flexible enough to be applied in multiple use cases — factors that many threat intelligence solutions excel in.</li></ul>\r\n<span style=\"font-weight: bold;\">What elements constitute a digital risk?</span>\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Unauthorized Data Disclosure</span></span>\r\nThis includes the theft or leakage of any kind of sensitive data, like the personal financial information of a retail organization’s customers or the source code for a technology company’s proprietary products.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Threat Coordination Activity</span></span>\r\nMarketplaces and criminal forums on the dark web or even just on the open web are potent sources of risk. Here, a vulnerability identified by one group or individual who can’t act on it can reach the hands of someone who can. This includes the distribution of exploits in both targeted and untargeted campaigns.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Supply Chain Issues</span></span>\r\nBusiness partners, third-party suppliers, and other vendors who interact directly with your organization but are not necessarily following the same security practices can open the door to increased risk.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Employee Risk</span></span>\r\nEven the most secure and unbreakable lock can still easily be opened if you just have the right key. Through social engineering efforts, identity or access management and manipulation, or malicious insider attacks coming from disgruntled employees, even the most robust cybersecurity program can be quickly subverted.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Technology Risks</span></span>\r\nThis broad category includes all of the risks you must consider across the different technologies your organization might rely on to get your work done, keep it running smoothly, and tell people about it.\r\n<ul><li><span style=\"font-weight: bold;\">Physical Infrastructure:</span> Countless industrial processes are now partly or completely automated, relying on SCADA, DCS, or PLC systems to run smoothly — and opening them up to cyber- attacks (like the STUXNET attack that derailed an entire country’s nuclear program).</li><li><span style=\"font-weight: bold;\">IT Infrastructure:</span> Maybe the most commonsensical source of digital risk, this includes all of the potential vulnerabilities in your software and hardware. The proliferation of the internet of things devices poses a growing and sometimes underappreciated risk here.</li><li><span style=\"font-weight: bold;\">Public-Facing Presence:</span> All of the points where you interact with your customers and other public entities, whether through social media, email campaigns, or other marketing strategies, represent potential sources of risk.</li></ul>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Digital_Risk_Protection.png"},{"id":840,"title":"ICS/SCADA Cyber Security","alias":"icsscada-cyber-security","description":"SCADA security is the practice of protecting supervisory control and data acquisition (SCADA) networks, a common framework of control systems used in industrial operations. These networks are responsible for providing automated control and remote human management of essential commodities and services such as water, natural gas, electricity and transportation to millions of people. They can also be used to improve the efficiencies and quality in other less essential (but some would say very important!) real-world processes such as snowmaking for ski resorts and beer brewing. SCADA is one of the most common types of industrial control systems (ICS).\r\nThese networks, just like any other network, are under threat from cyber-attacks that could bring down any part of the nation's critical infrastructure quickly and with dire consequences if the right security is not in place. Capital expenditure is another key concern; SCADA systems can cost an organization from tens of thousands to millions of dollars. For these reasons, it is essential that organizations implement robust SCADA security measures to protect their infrastructure and the millions of people that would be affected by the disruption caused by an external attack or internal error.\r\nSCADA security has evolved dramatically in recent years. Before computers, the only way to monitor a SCADA network was to deploy several people to each station to report back on the state of each system. In busier stations, technicians were stationed permanently to manually operate the network and communicate over telephone wires.\r\nIt wasn't until the introduction of the local area network (LAN) and improvements in system miniaturization that we started to see advances in SCADA development such as the distributed SCADA network. Next came networked systems that were able to communicate over a wide area network (WAN) and connect many more components together.\r\nFrom local companies to federal governments, every business or organization that works with SCADA systems are vulnerable to SCADA security threats. These threats can have wide-reaching effects on both the economy and the community. Specific threats to SCADA networks include the following:\r\n<span style=\"font-weight: bold;\">Hackers.</span> Individuals or groups with malicious intent could bring a SCADA network to its knees. By gaining access to key SCADA components, hackers could unleash chaos on an organization that can range from a disruption in services to cyber warfare.\r\n<span style=\"font-weight: bold;\">Malware.</span> Malware, including viruses, spyware and ransomware can pose a risk to SCADA systems. While malware may not be able to specifically target the network itself, it can still pose a threat to the key infrastructure that helps to manage the SCADA network. This includes mobile SCADA applications that are used to monitor and manage SCADA systems.\r\n<span style=\"font-weight: bold;\">Terrorists.</span> Where hackers are usually motivated by sordid gain, terrorists are driven by the desire to cause as much mayhem and damage as possible.\r\n<span style=\"font-weight: bold;\">Employees.</span> Insider threats can be just as damaging as external threats. From human error to a disgruntled employee or contractor, it is essential that SCADA security addresses these risks.\r\nManaging today's SCADA networks can be a challenge without the right security precautions in place. Many networks are still without the necessary detection and monitoring systems and this leaves them vulnerable to attack. Because SCADA network attacks exploit both cyber and physical vulnerabilities, it is critical to align cybersecurity measures accordingly.","materialsDescription":"<span style=\"font-weight: bold;\">What is the difference between ICS/SCADA cybersecurity and information security?</span>\r\nAutomated process control systems (SCADA) have a lot of differences from “traditional” corporate information systems: from the destination, specific data transfer protocols and equipment used and ending with the environment in which they operate. In corporate networks and systems, as a rule, the main protected resource is information that is processed, transmitted and stored in automated systems, and the main goal is to ensure its confidentiality. In ICS, the protected resource, first of all, is the technological process itself, and the main goal is to ensure its continuity (accessibility of all nodes) and integrity (including information transmitted between the nodes of the ICS). Moreover, the field of potential risks and threats to ICS, in comparison with corporate systems, expands with risks of potential damage to life and health of personnel and the public, damage to the environment and infrastructure. That is why it is incorrect to talk about “information security” in relation to ICS/SCADA. In English sources, the term “cybersecurity” is used for this, a direct translation of which (cybersecurity) is increasingly found in our market in relation to the protection of process control systems.\r\n<span style=\"font-weight: bold;\">Is it really necessary?</span>\r\nIt is necessary. There are a number of myths about process control systems, for example: “process control systems are completely isolated from the outside world”, “process control systems are too specific for someone to crack”, “process control systems are reliably protected by the developer”, or even “No one will ever try us, hacking us is not interesting. ” All this is no longer true. Many modern distributed process control systems have one or another connection with the corporate network, even if the system owners are unaware of this. Communication with the outside world greatly simplifies the task of the attacker, but does not remain the only possible option. Automated process control software and data transfer protocols are, as a rule, very, very insecure against cyber threats. This is evidenced by numerous articles and reports of experts involved in the study of the protection of industrial control systems and penetration tests. The PHDays III section on hacking automated process control systems impressed even ardent skeptics. Well, and, of course, the argument “they have NOT attacked us, therefore they will not” - can hardly be considered seriously. Everyone has heard about Stuxnet, which dispelled almost all the myths about the safety of ICS at once.\r\n<span style=\"font-weight: bold;\">Who needs this?</span>\r\nWith the phrase ICS/SCADA, most imagine huge plants, automated CNC machines or something similar. However, the application of process control systems is not limited to these objects - in the modern age of automation, process control systems are used everywhere: from large production facilities, the oil and gas industry, transport management to smart home systems. And, by the way, with the protection of the latter, as a rule, everything can be much worse, because the developer silently and imperceptibly shifts responsibility to the shoulders of the user.\r\nOf course, some of the objects with automated process control systems are more interesting for attackers, others less. But, given the ever-growing number of vulnerabilities discovered and published in the ICS, the spread of &quot;exclusive&quot; (written for specific protocols and ICS software) malware, considering your system safe &quot;by default&quot; is unreasonable.\r\n<span style=\"font-weight: bold;\">Are ICS and SCADA the same thing?</span>\r\nNo. SCADA systems (supervisory control and data acquisition, supervisory control and data collection) are part of the control system. Usually, a SCADA system means centralized control and management systems with the participation of a person as a whole system or a complex of industrial control systems. SCADA is the central link between people (human-machine interfaces) and PLC levels (programmable logic controller) or RTU (remote terminal unit).\r\n<span style=\"font-weight: bold;\">What is ICS/SCADA cybersecurity?</span>\r\nIn fact, ICS cybersecurity is a process similar to “information security” in a number of properties, but very different in details. And the devil, as you know, lies in them. ICS/SCADA also has similar information security-related processes: asset inventory, risk analysis and assessment, threat analysis, security management, change management, incident response, continuity, etc. But these processes themselves are different.<br />The cyber security of ICSs has the same basic target qualities - confidentiality, integrity and accessibility, but the significance and point of application for them are completely different. It should be remembered that in ICS/SCADA we, first of all, protect the technological process. Beyond this - from the risks of damage to human health and life and the environment.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_SCADA_Cyber_Security.png"},{"id":467,"title":"Network Forensics","alias":"network-forensics","description":" Network forensics is a sub-branch of digital forensics relating to the monitoring and analysis of computer network traffic for the purposes of information gathering, legal evidence, or intrusion detection. Unlike other areas of digital forensics, network investigations deal with volatile and dynamic information. Network traffic is transmitted and then lost, so network forensics is often a pro-active investigation.\r\nNetwork forensics generally has two uses. The first, relating to security, involves monitoring a network for anomalous traffic and identifying intrusions. An attacker might be able to erase all log files on a compromised host; network-based evidence might therefore be the only evidence available for forensic analysis. The second form relates to law enforcement. In this case analysis of captured network traffic can include tasks such as reassembling transferred files, searching for keywords and parsing human communication such as emails or chat sessions.\r\nTwo systems are commonly used to collect network data; a brute force &quot;catch it as you can&quot; and a more intelligent &quot;stop look listen&quot; method.\r\nNetwork forensics is a comparatively new field of forensic science. The growing popularity of the Internet in homes means that computing has become network-centric and data is now available outside of disk-based digital evidence. Network forensics can be performed as a standalone investigation or alongside a computer forensics analysis (where it is often used to reveal links between digital devices or reconstruct how a crime was committed).\r\nMarcus Ranum is credited with defining Network forensics as &quot;the capture, recording, and analysis of network events in order to discover the source of security attacks or other problem incidents&quot;.\r\nCompared to computer forensics, where evidence is usually preserved on disk, network data is more volatile and unpredictable. Investigators often only have material to examine if packet filters, firewalls, and intrusion detection systems were set up to anticipate breaches of security.\r\nSystems used to collect network data for forensics use usually come in two forms:\r\n<ul><li>&quot;Catch-it-as-you-can&quot; – This is where all packets passing through a certain traffic point are captured and written to storage with analysis being done subsequently in batch mode. This approach requires large amounts of storage.</li><li>&quot;Stop, look and listen&quot; – This is where each packet is analyzed in a rudimentary way in memory and only certain information saved for future analysis. This approach requires a faster processor to keep up with incoming traffic.</li></ul>","materialsDescription":" <span style=\"font-weight: bold;\">Why is network forensics important?</span>\r\nNetwork forensics is important because so many common attacks entail some type of misuse of network resources.\r\n<span style=\"font-weight: bold;\">What are the different ways in which the network can be attacked?</span>\r\nAttacks typically target availability confidentiality and integrity. Loss of any one of these items constitutes a security breach.\r\n<span style=\"font-weight: bold;\">Where is the best place to search for information?</span>\r\nInformation can be found by either doing a live analysis of the network, analyzing IDS information, or examining logs that can be found in routers and servers.\r\n<span style=\"font-weight: bold;\">How does a forensic analyst know how deeply to look for information?</span>\r\nSome amount of information can be derived from looking at the skill level of the attacker. Attackers with little skill are much less likely to use advanced hiding techniques.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Network_Forensics.png"},{"id":69,"title":"Business Analytics","alias":"business-analytics","description":"Business Analytics is “the study of data through statistical and operations analysis, the formation of predictive models, application of optimization techniques, and the communication of these results to customers, business partners, and college executives.” Business Analytics requires quantitative methods and evidence-based data for business modeling and decision making; as such, Business Analytics requires the use of Big Data.\r\nSAS describes Big Data as “a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis.” What’s important to keep in mind about Big Data is that the amount of data is not as important to an organization as the analytics that accompany it. When companies analyze Big Data, they are using Business Analytics to get the insights required for making better business decisions and strategic moves.\r\nCompanies use Business Analytics (BA) to make data-driven decisions. The insight gained by BA enables these companies to automate and optimize their business processes. In fact, data-driven companies that utilize Business Analytics achieve a competitive advantage because they are able to use the insights to:\r\n<ul><li>Conduct data mining (explore data to find new patterns and relationships)</li><li>Complete statistical analysis and quantitative analysis to explain why certain results occur</li><li>Test previous decisions using A/B testing and multivariate testing</li><li>Make use of predictive modeling and predictive analytics to forecast future results</li></ul>\r\nBusiness Analytics also provides support for companies in the process of making proactive tactical decisions, and BA makes it possible for those companies to automate decision making in order to support real-time responses.","materialsDescription":"<span style=\"font-weight: bold; \">What does Business Analytics (BA) mean?</span>\r\nBusiness analytics (BA) refers to all the methods and techniques that are used by an organization to measure performance. Business analytics are made up of statistical methods that can be applied to a specific project, process or product. Business analytics can also be used to evaluate an entire company. Business analytics are performed in order to identify weaknesses in existing processes and highlight meaningful data that will help an organization prepare for future growth and challenges.\r\nThe need for good business analytics has spurred the creation of business analytics software and enterprise platforms that mine an organization’s data in order to automate some of these measures and pick out meaningful insights.\r\nAlthough the term has become a bit of a buzzword, business analytics are a vital part of any business. Business analytics make up a large portion of decision support systems, continuous improvement programs and many of the other techniques used to keep a business competitive. Consequently, accurate business analytics like efficiency measures and capacity utilization rates are the first step to properly implementing these techniques.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Business_Analytics.png"}],"characteristics":[],"concurentProducts":[],"jobRoles":[],"organizationalFeatures":[],"complementaryCategories":[],"solutions":[],"materials":[],"useCases":[],"best_practices":[],"values":[],"implementations":[]}],"partnershipProgramme":null}},"aliases":{},"links":{},"meta":{},"loading":false,"error":null},"implementations":{"implementationsByAlias":{},"aliases":{},"links":{},"meta":{},"loading":false,"error":null},"agreements":{"agreementById":{},"ids":{},"links":{},"meta":{},"loading":false,"error":null},"comparison":{"loading":false,"error":false,"templatesById":{},"comparisonByTemplateId":{},"products":[],"selectedTemplateId":null},"presentation":{"type":null,"company":{},"products":[],"partners":[],"formData":{},"dataLoading":false,"dataError":false,"loading":false,"error":false},"catalogsGlobal":{"subMenuItemTitle":""}}