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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. 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