{"global":{"lastError":{},"locale":"en","locales":{"data":[{"id":"de","name":"Deutsch"},{"id":"en","name":"English"}],"loading":false,"error":false},"currency":{"id":49,"name":"EUR"},"currencies":{"data":[{"id":49,"name":"EUR"},{"id":124,"name":"RUB"},{"id":153,"name":"UAH"},{"id":155,"name":"USD"}],"loading":false,"error":false},"translations":{"company":{"role-vendor":{"en":"Vendor","ru":"Производитель","_type":"localeString"},"role-supplier":{"_type":"localeString","en":"Supplier","ru":"Поставщик"},"products-popover":{"ru":"Продукты","_type":"localeString","en":"Products","de":"die produkte"},"introduction-popover":{"en":"introduction","ru":"внедрения","_type":"localeString"},"partners-popover":{"_type":"localeString","en":"partners","ru":"партнеры"},"update-profile-button":{"ru":"Обновить профиль","_type":"localeString","en":"Update profile"},"read-more-button":{"ru":"Показать ещё","_type":"localeString","en":"Show more"},"hide-button":{"ru":"Скрыть","_type":"localeString","en":"Hide"},"user-implementations":{"en":"Deployments","ru":"Внедрения","_type":"localeString"},"categories":{"_type":"localeString","en":"Categories","ru":"Компетенции"},"description":{"ru":"Описание","_type":"localeString","en":"Description"},"role-user":{"ru":"Пользователь","_type":"localeString","en":"User"},"partnership-vendors":{"ru":"Партнерство с производителями","_type":"localeString","en":"Partnership with vendors"},"partnership-suppliers":{"ru":"Партнерство с поставщиками","_type":"localeString","en":"Partnership with suppliers"},"reference-bonus":{"ru":"Бонус за референс","_type":"localeString","en":"Bonus 4 reference"},"partner-status":{"ru":"Статус партнёра","_type":"localeString","en":"Partner status"},"country":{"en":"Country","ru":"Страна","_type":"localeString"},"partner-types":{"ru":"Типы партнеров","_type":"localeString","en":"Partner types"},"branch-popover":{"en":"branch","ru":"область деятельности","_type":"localeString"},"employees-popover":{"_type":"localeString","en":"number of employees","ru":"количество сотрудников"},"partnership-programme":{"ru":"Партнерская программа","_type":"localeString","en":"Partnership program"},"partner-discounts":{"ru":"Партнерские скидки","_type":"localeString","en":"Partner discounts"},"registered-discounts":{"ru":"Дополнительные преимущества за регистрацию сделки","_type":"localeString","en":"Additional benefits for registering a deal"},"additional-advantages":{"ru":"Дополнительные преимущества","_type":"localeString","en":"Additional Benefits"},"additional-requirements":{"ru":"Требования к уровню партнера","_type":"localeString","en":"Partner level requirements"},"certifications":{"en":"Certification of technical specialists","ru":"Сертификация технических специалистов","_type":"localeString"},"sales-plan":{"ru":"Годовой план продаж","_type":"localeString","en":"Annual Sales Plan"},"partners-vendors":{"_type":"localeString","en":"Partners-vendors","ru":"Партнеры-производители"},"partners-suppliers":{"_type":"localeString","en":"Partners-suppliers","ru":"Партнеры-поставщики"},"all-countries":{"ru":"Все страны","_type":"localeString","en":"All countries"},"supplied-products":{"ru":"Поставляемые продукты","_type":"localeString","en":"Supplied products"},"vendored-products":{"en":"Produced products","ru":"Производимые продукты","_type":"localeString"},"vendor-implementations":{"en":"Produced deployments","ru":"Производимые внедрения","_type":"localeString"},"supplier-implementations":{"_type":"localeString","en":"Supplied deployments","ru":"Поставляемые внедрения"},"show-all":{"en":"Show all","ru":"Показать все","_type":"localeString"},"not-yet-converted":{"_type":"localeString","en":"Data is moderated and will be published soon. Please, try again later.","ru":"Данные модерируются и вскоре будут опубликованы. Попробуйте повторить переход через некоторое время."},"schedule-event":{"_type":"localeString","en":"Events schedule","ru":"Pасписание событий"},"implementations":{"en":"Deployments","ru":"Внедрения","_type":"localeString"},"register":{"ru":"Регистрация ","_type":"localeString","en":"Register"},"login":{"en":"Login","ru":"Вход","_type":"localeString"},"auth-message":{"_type":"localeString","en":"To view company events please log in or register on the sit.","ru":"Для просмотра ивентов компании авторизируйтесь или зарегистрируйтесь на сайт."},"company-presentation":{"ru":"Презентация компании","_type":"localeString","en":"Company presentation"}},"header":{"help":{"_type":"localeString","en":"Help","de":"Hilfe","ru":"Помощь"},"how":{"en":"How does it works","de":"Wie funktioniert es","ru":"Как это работает","_type":"localeString"},"login":{"de":"Einloggen","ru":"Вход","_type":"localeString","en":"Log in"},"logout":{"ru":"Выйти","_type":"localeString","en":"Sign out"},"faq":{"de":"FAQ","ru":"FAQ","_type":"localeString","en":"FAQ"},"references":{"en":"Requests","de":"References","ru":"Мои запросы","_type":"localeString"},"solutions":{"en":"Solutions","ru":"Возможности","_type":"localeString"},"find-it-product":{"ru":"Подбор и сравнение ИТ продукта","_type":"localeString","en":"Selection and comparison of IT product"},"autoconfigurator":{"ru":"Калькулятор цены","_type":"localeString","en":" Price calculator"},"comparison-matrix":{"_type":"localeString","en":"Comparison Matrix","ru":"Матрица сравнения"},"roi-calculators":{"en":"ROI calculators","ru":"ROI калькуляторы","_type":"localeString"},"b4r":{"en":"Bonus for reference","ru":"Бонус за референс","_type":"localeString"},"business-booster":{"ru":"Развитие бизнеса","_type":"localeString","en":"Business boosting"},"catalogs":{"ru":"Каталоги","_type":"localeString","en":"Catalogs"},"products":{"_type":"localeString","en":"Products","ru":"Продукты"},"implementations":{"ru":"Внедрения","_type":"localeString","en":"Deployments"},"companies":{"ru":"Компании","_type":"localeString","en":"Companies"},"categories":{"_type":"localeString","en":"Categories","ru":"Категории"},"for-suppliers":{"_type":"localeString","en":"For suppliers","ru":"Поставщикам"},"blog":{"_type":"localeString","en":"Blog","ru":"Блог"},"agreements":{"_type":"localeString","en":"Deals","ru":"Сделки"},"my-account":{"ru":"Мой кабинет","_type":"localeString","en":"My account"},"register":{"en":"Register","ru":"Зарегистрироваться","_type":"localeString"},"comparison-deletion":{"ru":"Удаление","_type":"localeString","en":"Deletion"},"comparison-confirm":{"en":"Are you sure you want to delete","ru":"Подтвердите удаление","_type":"localeString"},"search-placeholder":{"_type":"localeString","en":"Enter your search term","ru":"Введите поисковый запрос"},"my-profile":{"ru":"Мои данные","_type":"localeString","en":"My profile"},"about":{"_type":"localeString","en":"About Us"},"it_catalogs":{"en":"IT catalogs","_type":"localeString"},"roi4presenter":{"_type":"localeString","en":"Roi4Presenter"},"roi4webinar":{"_type":"localeString","en":"Pitch Avatar"},"sub_it_catalogs":{"en":"Find IT product","_type":"localeString"},"sub_b4reference":{"_type":"localeString","en":"Get reference from user"},"sub_roi4presenter":{"_type":"localeString","en":"Make online presentations"},"sub_roi4webinar":{"_type":"localeString","en":"Create an avatar for the event"},"catalogs_new":{"_type":"localeString","en":"Products"},"b4reference":{"_type":"localeString","en":"Bonus4Reference"},"it_our_it_catalogs":{"en":"Our IT Catalogs","_type":"localeString"},"it_products":{"_type":"localeString","en":"Find and compare IT products"},"it_implementations":{"_type":"localeString","en":"Learn implementation reviews"},"it_companies":{"_type":"localeString","en":"Find vendor and company-supplier"},"it_categories":{"_type":"localeString","en":"Explore IT products by category"},"it_our_products":{"_type":"localeString","en":"Our Products"},"it_it_catalogs":{"_type":"localeString","en":"IT catalogs"}},"footer":{"copyright":{"_type":"localeString","en":"All rights reserved","de":"Alle rechte vorbehalten","ru":"Все права защищены"},"company":{"ru":"О компании","_type":"localeString","en":"My Company","de":"Über die Firma"},"about":{"_type":"localeString","en":"About us","de":"Über uns","ru":"О нас"},"infocenter":{"de":"Infocenter","ru":"Инфоцентр","_type":"localeString","en":"Infocenter"},"tariffs":{"de":"Tarife","ru":"Тарифы","_type":"localeString","en":"Subscriptions"},"contact":{"ru":"Связаться с нами","_type":"localeString","en":"Contact us","de":"Kontaktiere uns"},"marketplace":{"de":"Marketplace","ru":"Marketplace","_type":"localeString","en":"Marketplace"},"products":{"en":"Products","de":"Produkte","ru":"Продукты","_type":"localeString"},"compare":{"ru":"Подобрать и сравнить","_type":"localeString","en":"Pick and compare","de":"Wähle und vergleiche"},"calculate":{"ru":"Расчитать стоимость","_type":"localeString","en":"Calculate the cost","de":"Kosten berechnen"},"get_bonus":{"ru":"Бонус за референс","_type":"localeString","en":"Bonus for reference","de":"Holen Sie sich einen Rabatt"},"salestools":{"ru":"Salestools","_type":"localeString","en":"Salestools","de":"Salestools"},"automatization":{"ru":"Автоматизация расчетов","_type":"localeString","en":"Settlement Automation","de":"Abwicklungsautomatisierung"},"roi_calcs":{"de":"ROI-Rechner","ru":"ROI калькуляторы","_type":"localeString","en":"ROI calculators"},"matrix":{"en":"Comparison matrix","de":"Vergleichsmatrix","ru":"Матрица сравнения","_type":"localeString"},"b4r":{"en":"Rebate 4 Reference","de":"Rebate 4 Reference","ru":"Rebate 4 Reference","_type":"localeString"},"our_social":{"de":"Unsere sozialen Netzwerke","ru":"Наши социальные сети","_type":"localeString","en":"Our social networks"},"subscribe":{"ru":"Подпишитесь на рассылку","_type":"localeString","en":"Subscribe to newsletter","de":"Melden Sie sich für den Newsletter an"},"subscribe_info":{"ru":"и узнавайте первыми об акциях, новых возможностях и свежих обзорах софта","_type":"localeString","en":"and be the first to know about promotions, new features and recent software reviews"},"policy":{"_type":"localeString","en":"Privacy Policy","ru":"Политика конфиденциальности"},"user_agreement":{"ru":"Пользовательское соглашение ","_type":"localeString","en":"Agreement"},"solutions":{"ru":"Возможности","_type":"localeString","en":"Solutions"},"find":{"ru":"Подбор и сравнение ИТ продукта","_type":"localeString","en":"Selection and comparison of IT product"},"quote":{"_type":"localeString","en":"Price calculator","ru":"Калькулятор цены"},"boosting":{"ru":"Развитие бизнеса","_type":"localeString","en":"Business boosting"},"4vendors":{"ru":"поставщикам","_type":"localeString","en":"4 vendors"},"blog":{"ru":"блог","_type":"localeString","en":"blog"},"pay4content":{"en":"we pay for content","ru":"платим за контент","_type":"localeString"},"categories":{"ru":"категории","_type":"localeString","en":"categories"},"showForm":{"ru":"Показать форму","_type":"localeString","en":"Show form"},"subscribe__title":{"en":"We send a digest of actual news from the IT world once in a month!","ru":"Раз в месяц мы отправляем дайджест актуальных новостей ИТ мира!","_type":"localeString"},"subscribe__email-label":{"ru":"Email","_type":"localeString","en":"Email"},"subscribe__name-label":{"ru":"Имя","_type":"localeString","en":"Name"},"subscribe__required-message":{"en":"This field is required","ru":"Это поле обязательное","_type":"localeString"},"subscribe__notify-label":{"_type":"localeString","en":"Yes, please, notify me about news, events and propositions","ru":"Да, пожалуйста уведомляйте меня о новостях, событиях и предложениях"},"subscribe__agree-label":{"en":"By subscribing to the newsletter, you agree to the %TERMS% and %POLICY% and agree to the use of cookies and the transfer of your personal data","ru":"Подписываясь на рассылку, вы соглашаетесь с %TERMS% и %POLICY% и даете согласие на использование файлов cookie и передачу своих персональных данных*","_type":"localeString"},"subscribe__submit-label":{"en":"Subscribe","ru":"Подписаться","_type":"localeString"},"subscribe__email-message":{"ru":"Пожалуйста, введите корректный адрес электронной почты","_type":"localeString","en":"Please, enter the valid email"},"subscribe__email-placeholder":{"en":"username@gmail.com","ru":"username@gmail.com","_type":"localeString"},"subscribe__name-placeholder":{"ru":"Имя Фамилия","_type":"localeString","en":"Last, first name"},"subscribe__success":{"ru":"Вы успешно подписаны на рассылку. Проверьте свой почтовый ящик.","_type":"localeString","en":"You are successfully subscribed! Check you mailbox."},"subscribe__error":{"ru":"Не удалось оформить подписку. Пожалуйста, попробуйте позднее.","_type":"localeString","en":"Subscription is unsuccessful. Please, try again later."},"roi4presenter":{"ru":"roi4presenter","_type":"localeString","en":"Roi4Presenter","de":"roi4presenter"},"it_catalogs":{"_type":"localeString","en":"IT catalogs"},"roi4webinar":{"_type":"localeString","en":"Pitch Avatar"},"b4reference":{"_type":"localeString","en":"Bonus4Reference"}},"breadcrumbs":{"home":{"_type":"localeString","en":"Home","ru":"Главная"},"companies":{"en":"Companies","ru":"Компании","_type":"localeString"},"products":{"ru":"Продукты","_type":"localeString","en":"Products"},"implementations":{"ru":"Внедрения","_type":"localeString","en":"Deployments"},"login":{"_type":"localeString","en":"Login","ru":"Вход"},"registration":{"en":"Registration","ru":"Регистрация","_type":"localeString"},"b2b-platform":{"en":"B2B platform for IT buyers, vendors and suppliers","ru":"Портал для покупателей, поставщиков и производителей ИТ","_type":"localeString"}},"comment-form":{"title":{"_type":"localeString","en":"Leave comment","ru":"Оставить комментарий"},"firstname":{"ru":"Имя","_type":"localeString","en":"First name"},"lastname":{"ru":"Фамилия","_type":"localeString","en":"Last name"},"company":{"en":"Company name","ru":"Компания","_type":"localeString"},"position":{"en":"Position","ru":"Должность","_type":"localeString"},"actual-cost":{"ru":"Фактическая стоимость","_type":"localeString","en":"Actual cost"},"received-roi":{"_type":"localeString","en":"Received ROI","ru":"Полученный ROI"},"saving-type":{"_type":"localeString","en":"Saving type","ru":"Тип экономии"},"comment":{"ru":"Комментарий","_type":"localeString","en":"Comment"},"your-rate":{"ru":"Ваша оценка","_type":"localeString","en":"Your rate"},"i-agree":{"_type":"localeString","en":"I agree","ru":"Я согласен"},"terms-of-use":{"ru":"С пользовательским соглашением и политикой конфиденциальности","_type":"localeString","en":"With user agreement and privacy policy"},"send":{"en":"Send","ru":"Отправить","_type":"localeString"},"required-message":{"ru":"{NAME} - это обязательное поле","_type":"localeString","en":"{NAME} is required filed"}},"maintenance":{"title":{"_type":"localeString","en":"Site under maintenance","ru":"На сайте проводятся технические работы"},"message":{"en":"Thank you for your understanding","ru":"Спасибо за ваше понимание","_type":"localeString"}}},"translationsStatus":{"company":"success"},"sections":{},"sectionsStatus":{},"pageMetaData":{"company":{"title":{"ru":"ROI4CIO: Компания","_type":"localeString","en":"ROI4CIO: Company"},"meta":[{"name":"og:image","content":"https://roi4cio.com/fileadmin/templates/roi4cio/image/roi4cio-logobig.jpg"},{"name":"og:type","content":"website"}],"translatable_meta":[{"name":"title","translations":{"en":"Company","ru":"Компания","_type":"localeString"}},{"name":"description","translations":{"en":"Company description","ru":"Описание компании","_type":"localeString"}},{"translations":{"ru":"Ключевые слова для компании","_type":"localeString","en":"Company keywords"},"name":"keywords"}]}},"pageMetaDataStatus":{"company":"success"},"subscribeInProgress":false,"subscribeError":false},"auth":{"inProgress":false,"error":false,"checked":true,"initialized":false,"user":{},"role":null,"expires":null},"products":{"productsByAlias":{},"aliases":{},"links":{},"meta":{},"loading":false,"error":null,"useProductLoading":false,"sellProductLoading":false,"templatesById":{},"comparisonByTemplateId":{}},"filters":{"filterCriterias":{"loading":false,"error":null,"data":{"price":{"min":0,"max":6000},"users":{"loading":false,"error":null,"ids":[],"values":{}},"suppliers":{"loading":false,"error":null,"ids":[],"values":{}},"vendors":{"loading":false,"error":null,"ids":[],"values":{}},"roles":{"id":200,"title":"Roles","values":{"1":{"id":1,"title":"User","translationKey":"user"},"2":{"id":2,"title":"Supplier","translationKey":"supplier"},"3":{"id":3,"title":"Vendor","translationKey":"vendor"}}},"categories":{"flat":[],"tree":[]},"countries":{"loading":false,"error":null,"ids":[],"values":{}}}},"showAIFilter":false},"companies":{"companiesByAlias":{"cloudera":{"id":5898,"title":"Cloudera","logoURL":"https://old.roi4cio.com/uploads/roi/company/cloudera.png","alias":"cloudera","address":"Palo Alto, California","roles":[{"id":2,"type":"supplier"},{"id":3,"type":"vendor"}],"description":"<b>Cloudera</b> was founded in 2008 by some of the brightest minds at Silicon Valley’s leading companies, including Google (Christophe Bisciglia), Yahoo! (Amr Awadallah), Oracle (Mike Olson), and Facebook (Jeff Hammerbacher). Our founders held at their core the belief that open source, open standards, and open markets are best.\r\nWe have 3000+ employees doing business in 28 countries, 2000+ customers across all markets, and 3000+ solution and service partners.\r\nThe world’s leading organizations choose Cloudera to grow their businesses, improve lives, and advance human achievement. \r\nSource: https://www.linkedin.com/company/cloudera/about/","companyTypes":["supplier","vendor"],"products":{},"vendoredProductsCount":1,"suppliedProductsCount":1,"supplierImplementations":[],"vendorImplementations":[],"userImplementations":[],"userImplementationsCount":0,"supplierImplementationsCount":0,"vendorImplementationsCount":0,"vendorPartnersCount":0,"supplierPartnersCount":0,"b4r":0,"categories":{"40":{"id":40,"title":"Endpoint security","description":"In network security, endpoint security refers to a methodology of protecting the corporate network when accessed via remote devices such as laptops or other wireless and mobile devices. Each device with a remote connecting to the network creates a potential entry point for security threats. Endpoint security is designed to secure each endpoint on the network created by these devices.\r\nUsually, endpoint security is a security system that consists of security software, located on a centrally managed and accessible server or gateway within the network, in addition to client software being installed on each of the endpoints (or devices).&nbsp; The server authenticates logins from the endpoints and also updates the device software when needed. While endpoint security software differs by vendor, you can expect most software offerings to provide antivirus, antispyware, firewall and also a host intrusion prevention system (HIPS).\r\nEndpoint security is becoming a more common IT security function and concern as more employees bring consumer mobile devices to work and companies allow its mobile workforce to use these devices on the corporate network.<br /><br />","materialsDescription":"<span style=\"font-weight: bold;\">What are endpoint devices?</span>\r\nAny device that can connect to the central business network is considered an endpoint. Endpoint devices are potential entry points for cybersecurity threats and need strong protection because they are often the weakest link in network security.\r\n<span style=\"font-weight: bold;\">What is endpoint security management?</span>\r\nA set of rules defining the level of security that each device connected to the business network must comply with. These rules may include using an approved operating system (OS), installing a virtual private network (VPN), or running up-to-date antivirus software. If the device connecting to the network does not have the desired level of protection, it may have to connect via a guest network and have limited network access.\r\n<span style=\"font-weight: bold;\">What is endpoint security software?</span>\r\nPrograms that make sure your devices are protected. Endpoint protection software may be cloud-based and work as SaaS (Software as a Service). Endpoint security software can also be installed on each device separately as a standalone application.\r\n<span style=\"font-weight: bold;\">What is endpoint detection and response (EDR)?</span>\r\nEndpoint detection and response (EDR) solutions analyze files and programs, and report on any threats found. EDR solutions monitor continuously for advanced threats, helping to identify attacks at an early stage and respond rapidly to a range of threats.<br /><br />","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Endpoint_security.png","alias":"endpoint-security"},"45":{"id":45,"title":"SIEM - Security Information and Event Management","description":"<span style=\"font-weight: bold; \">Security information and event management (SIEM)</span> is an approach to security management that combines SIM (security information management) and SEM (security event management) functions into one security management system. \r\n The underlying principles of every SIEM system is to aggregate relevant data from multiple sources, identify deviations from the norm and take appropriate action. At the most basic level, a SIEM system can be rules-based or employ a statistical correlation engine to establish relationships between event log entries. Advanced SIEM products have evolved to include user and entity behavior analytics (UEBA) and security orchestration and automated response (SOAR). \r\nThe acronyms SEM, SIM and SIEM have sometimes been used interchangeably, but generally refer to the different primary focus of products:\r\n<ul><li><span style=\"font-weight: bold;\">Log management:</span> Focus on simple collection and storage of log messages and audit trails.</li><li><span style=\"font-weight: bold;\">Security information management (SIM):</span> Long-term storage as well as analysis and reporting of log data.</li><li><span style=\"font-weight: bold;\">Security event manager (SEM):</span> Real-time monitoring, correlation of events, notifications and console views.</li><li><span style=\"font-weight: bold;\">Security information event management (SIEM):</span> Combines SIM and SEM and provides real-time analysis of security alerts generated by network hardware and applications.</li><li><span style=\"font-weight: bold;\">Managed Security Service (MSS) or Managed Security Service Provider (MSSP):</span> The most common managed services appear to evolve around connectivity and bandwidth, network monitoring, security, virtualization, and disaster recovery.</li><li><span style=\"font-weight: bold;\">Security as a service (SECaaS):</span> These security services often include authentication, anti-virus, anti-malware/spyware, intrusion detection, Penetration testing and security event management, among others.</li></ul>\r\nToday, most of SIEM technology works by deploying multiple collection agents in a hierarchical manner to gather security-related events from end-user devices, servers, network equipment, as well as specialized security equipment like firewalls, antivirus or intrusion prevention systems. The collectors forward events to a centralized management console where security analysts sift through the noise, connecting the dots and prioritizing security incidents.\r\nSome of the most important features to review when evaluating Security Information and Event Management software are:\r\n<ol><li><span style=\"font-weight: bold; \">Integration with other controls:</span> Can the system give commands to other enterprise security controls to prevent or stop attacks in progress?</li><li><span style=\"font-weight: bold; \">Artificial intelligence:</span> Can the system improve its own accuracy by through machine and deep learning?</li><li><span style=\"font-weight: bold; \">Threat intelligence feeds:</span>&nbsp; Can the system support threat intelligence feeds of the organization's choosing or is it mandated to use a particular feed?</li><li><span style=\"font-weight: bold; \">Robust compliance reporting:</span>&nbsp; Does the system include built-in reports for common compliance needs and the provide the organization with the ability to customize or create new compliance reports?</li><li><span style=\"font-weight: bold; \">Forensics capabilities:</span>&nbsp; Can the system capture additional information about security events by recording the headers and contents of packets of interest? </li></ol>\r\n\r\n\r\n","materialsDescription":"<h1 class=\"align-center\"> Why is SIEM Important?</h1>\r\nSIEM has become a core security component of modern organizations. The main reason is that every user or tracker leaves behind a virtual trail in a network’s log data. SIEM software is designed to use this log data in order to generate insight into past attacks and events. A SIEM solution not only identifies that an attack has happened, but allows you to see how and why it happened as well.\r\nAs organizations update and upscale to increasingly complex IT infrastructures, SIEM has become even more important in recent years. Contrary to popular belief, firewalls and antivirus packages are not enough to protect a network in its entirety. Zero-day attacks can still penetrate a system’s defenses even with these security measures in place.\r\nSIEM addresses this problem by detecting attack activity and assessing it against past behavior on the network. A security event monitoring has the ability to distinguish between legitimate use and a malicious attack. This helps to increase a system’s incident protection and avoid damage to systems and virtual property.\r\nThe use of SIEM also helps companies to comply with a variety of industry cyber management regulations. Log management is the industry standard method of auditing activity on an IT network. SIEM management provides the best way to meet this regulatory requirement and provide transparency over logs in order to generate clear insights and improvements.\r\n<h1 class=\"align-center\">Evaluation criteria for security information and event management software:</h1>\r\n<ul><li>Threat identification: Raw log form vs. descriptive.</li><li>Threat tracking: Ability to track through the various events, from source to destination.</li><li>Policy enforcement: Ability to enforce defined polices.</li><li>Application analysis: Ability to analyze application at Layer 7 if necessary.</li><li>Business relevance of events: Ability to assign business risk to events and have weighted threat levels.</li><li>Measuring changes and improvements: Ability to track configuration changes to devices.</li><li>Asset-based information: Ability to gather information on devices on the network.</li><li>Anomalous behavior (server): Ability to trend and see changes in how it communicates to others.</li><li>Anomalous behavior (network): Ability to trend and see how communications pass throughout the network.</li><li>Anomalous behavior (application): Ability to trend and see changes in how it communicates to others.</li><li>User monitoring: User activity, logging in, applications usage, etc.</li></ul>\r\n\r\n","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_SIEM.png","alias":"siem-security-information-and-event-management"},"52":{"id":52,"title":"SaaS - software as a service","description":"<span style=\"font-weight: bold;\">Software as a service (SaaS)</span> is a software licensing and delivery model in which software is licensed on a subscription basis and is centrally hosted. 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"},"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"},"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"},"824":{"id":824,"title":"ATP - Advanced Threat Protection","description":" Advanced threat protection (ATP) refers to a category of security solutions that defend against sophisticated malware or hacking-based attacks targeting sensitive data. Advanced threat protection solutions can be available as software or as managed services. ATP solutions can differ in approaches and components, but most include some combination of endpoint agents, network devices, email gateways, malware protection systems, and a centralized management console to correlate alerts and manage defenses.\r\nThe primary benefit offered by advanced threat protection software is the ability to prevent, detect, and respond to new and sophisticated attacks that are designed to circumvent traditional security solutions such as antivirus, firewalls, and IPS/IDS. Attacks continue to become increasingly targeted, stealthy, and persistent, and ATP solutions take a proactive approach to security by identifying and eliminating advanced threats before data is compromised.\r\nAdvanced threat protection services build on this benefit by providing access to a global community of security professionals dedicated to monitoring, tracking, and sharing information about emerging and identified threats. ATP service providers typically have access to global threat information sharing networks, augmenting their own threat intelligence and analysis with information from third parties. When a new, advanced threat is detected, ATP service providers can update their defenses to ensure protection keeps up. This global community effort plays a substantial role in maintaining the security of enterprises around the world.\r\nEnterprises that implement advanced threat protection are better able to detect threats early and more quickly formulate a response to minimize damage and recover should an attack occur. A good security provider will focus on the lifecycle of an attack and manage threats in real-time. ATP providers notify the enterprise of attacks that have occurred, the severity of the attack, and the response that was initiated to stop the threat in its tracks or minimize data loss. Whether managed in-house or provided as a service, advanced threat protection solutions secure critical data and systems, no matter where the attack originates or how major the attack or potential attack is perceived.","materialsDescription":" <span style=\"font-weight: bold;\">How Advanced Threat Protection Works?</span>\r\nThere are three primary goals of advanced threat protection: early detection (detecting potential threats before they have the opportunity to access critical data or breach systems), adequate protection (the ability to defend against detected threats swiftly), and response (the ability to mitigate threats and respond to security incidents). To achieve these goals, advanced threat protection services and solutions must offer several components and functions for comprehensive ATP:\r\n<ul><li><span style=\"font-weight: bold;\">Real-time visibility</span> – Without continuous monitoring and real-time visibility, threats are often detected too late. When damage is already done, response can be tremendously costly in terms of both resource utilization and reputation damage.</li><li><span style=\"font-weight: bold;\">Context</span> – For true security effectiveness, threat alerts must contain context to allow security teams to effectively prioritize threats and organize response.</li><li><span style=\"font-weight: bold;\">Data awareness</span> – It’s impossible to determine threats truly capable of causing harm without first having a deep understanding of enterprise data, its sensitivity, value, and other factors that contribute to the formulation of an appropriate response.</li></ul>\r\nWhen a threat is detected, further analysis may be required. Security services offering ATP typically handle threat analysis, enabling enterprises to conduct business as usual while continuous monitoring, threat analysis, and response occurs behind the scenes. Threats are typically prioritized by potential damage and the classification or sensitivity of the data at risk. Advanced threat protection should address three key areas:\r\n<ul><li>Halting attacks in progress or mitigating threats before they breach systems</li><li>Disrupting activity in progress or countering actions that have already occurred as a result of a breach</li><li>Interrupting the lifecycle of the attack to ensure that the threat is unable to progress or proceed</li></ul>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon-ATP.png","alias":"atp-advanced-threat-protection"},"834":{"id":834,"title":"IoT - Internet of Things Security","description":" IoT security is the technology area concerned with safeguarding connected devices and networks in the internet of things (IoT).\r\nIoT involves adding internet connectivity to a system of interrelated computing devices, mechanical and digital machines, objects, animals and/or people. Each &quot;thing&quot; is provided a unique identifier and the ability to automatically transfer data over a network. Allowing devices to connect to the internet opens them up to a number of serious vulnerabilities if they are not properly protected.\r\nIoT security has become the subject of scrutiny after a number of high-profile incidents where a common IoT device was used to infiltrate and attack the larger network. Implementing security measures is critical to ensuring the safety of networks with IoT devices connected to them.\r\nIoT security hacks can happen in any industry, from smart home to a manufacturing plant to a connected car. The severity of impact depends greatly on the individual system, the data collected and/or the information it contains.\r\nAn attack disabling the brakes of a connected car, for example, or on a connected health device, such as an insulin pump hacked to administer too much medication to a patient, can be life-threatening. Likewise, an attack on a refrigeration system housing medicine that is monitored by an IoT system can ruin the viability of a medicine if temperatures fluctuate. Similarly, an attack on critical infrastructure -- an oil well, energy grid or water supply -- can be disastrous.\r\nSo, a robust IoT security portfolio must allow protecting devices from all types of vulnerabilities while deploying the security level that best matches application needs. Cryptography technologies are used to combat communication attacks. Security services are offered for protecting against lifecycle attacks. Isolation measures can be implemented to fend off software attacks. And, finally, IoT security should include tamper mitigation and side-channel attack mitigation technologies for fighting physical attacks of the chip.","materialsDescription":" <span style=\"font-weight: bold;\">What are the key requirements of IoT Security?</span>\r\nThe key requirements for any IoT security solution are:\r\n<ul><li>Device and data security, including authentication of devices and confidentiality and integrity of data</li><li>Implementing and running security operations at IoT scale</li><li>Meeting compliance requirements and requests</li><li>Meeting performance requirements as per the use case</li></ul>\r\n<span style=\"font-weight: bold;\">What do connected devices require to participate in the IoT Securely?</span>\r\nTo securely participate in the IoT, each connected device needs a unique identification – even before it has an IP address. This digital credential establishes the root of trust for the device’s entire lifecycle, from initial design to deployment to retirement.\r\n<span style=\"font-weight: bold;\">Why is device authentication necessary for the IoT?</span>\r\nStrong IoT device authentication is required to ensure connected devices on the IoT can be trusted to be what they purport to be. Consequently, each IoT device needs a unique identity that can be authenticated when the device attempts to connect to a gateway or central server. With this unique ID in place, IT system administrators can track each device throughout its lifecycle, communicate securely with it, and prevent it from executing harmful processes. If a device exhibits unexpected behavior, administrators can simply revoke its privileges.\r\n<span style=\"font-weight: bold;\">Why is secure manufacturing necessary for IoT devices?</span>\r\nIoT devices produced through unsecured manufacturing processes provide criminals opportunities to change production runs to introduce unauthorized code or produce additional units that are subsequently sold on the black market.\r\nOne way to secure manufacturing processes is to use hardware security modules (HSMs) and supporting security software to inject cryptographic keys and digital certificates and to control the number of units built and the code incorporated into each.\r\n<span style=\"font-weight: bold;\">Why is code signing necessary for IoT devices?</span>\r\nTo protect businesses, brands, partners, and users from software that has been infected by malware, software developers have adopted code signing. In the IoT, code signing in the software release process ensures the integrity of IoT device software and firmware updates and defends against the risks associated with code tampering or code that deviates from organizational policies.\r\nIn public key cryptography, code signing is a specific use of certificate-based digital signatures that enables an organization to verify the identity of the software publisher and certify the software has not been changed since it was published.\r\n<span style=\"font-weight: bold;\">What is IoT PKI?</span>\r\nToday there are more things (devices) online than there are people on the planet! Devices are the number one users of the Internet and need digital identities for secure operation. As enterprises seek to transform their business models to stay competitive, rapid adoption of IoT technologies is creating increasing demand for Public Key Infrastructures (PKIs) to provide digital certificates for the growing number of devices and the software and firmware they run.\r\nSafe IoT deployments require not only trusting the devices to be authentic and to be who they say they are, but also trusting that the data they collect is real and not altered. If one cannot trust the IoT devices and the data, there is no point in collecting, running analytics, and executing decisions based on the information collected.\r\nSecure adoption of IoT requires:\r\n<ul><li>Enabling mutual authentication between connected devices and applications</li><li>Maintaining the integrity and confidentiality of the data collected by devices</li><li>Ensuring the legitimacy and integrity of the software downloaded to devices</li><li>Preserving the privacy of sensitive data in light of stricter security regulations</li></ul>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/iot.png","alias":"iot-internet-of-things-security"},"838":{"id":838,"title":"Endpoint Detection and Response","description":"Endpoint Detection and Response (EDR) is a cybersecurity technology that addresses the need for continuous monitoring and response to advanced threats. It is a subset of endpoint security technology and a critical piece of an optimal security posture. EDR differs from other endpoint protection platforms (EPP) such as antivirus (AV) and anti-malware in that its primary focus isn't to automatically stop threats in the pre-execution phase on an endpoint. Rather, EDR is focused on providing the right endpoint visibility with the right insights to help security analysts discover, investigate and respond to very advanced threats and broader attack campaigns stretching across multiple endpoints. Many EDR tools, however, combine EDR and EPP.\r\nWhile small and mid-market organizations are increasingly turning to EDR technology for more advanced endpoint protection, many lack the resources to maximize the benefits of the technology. Utilizing advanced EDR features such as forensic analysis, behavioral monitoring and artificial intelligence (AI) is labor and resource intensive, requiring the attention of dedicated security professionals.\r\nA managed endpoint security service combines the latest technology, an around-the-clock team of certified CSOC experts and up-to-the-minute industry intelligence for a cost-effective monthly subscription. Managed services can help reduce the day-to-day burden of monitoring and responding to alerts, enhance security orchestration and automation (SOAR) and improve threat hunting and incident response.","materialsDescription":"<span style=\"font-weight: bold; \">What is Endpoint detection and response (EDR)?</span>\r\nEndpoint detection and response is an emerging technology that addresses the need for continuous monitoring and response to advanced threats. One could even make the argument that endpoint detection and response is a form of advanced threat protection.\r\n<span style=\"font-weight: bold;\">What are the Key Aspects of EDR Security?</span>\r\nAccording to Gartner, effective EDR must include the following capabilities:\r\n<ul><li>Incident data search and investigation</li><li>Alert triage or suspicious activity validation</li><li>Suspicious activity detection</li><li>Threat hunting or data exploration</li><li>Stopping malicious activity</li></ul>\r\n<span style=\"font-weight: bold;\">What to look for in an EDR Solution?</span>\r\nUnderstanding the key aspects of EDR and why they are important will help you better discern what to look for in a solution. It’s important to find EDR software that can provide the highest level of protection while requiring the least amount of effort and investment — adding value to your security team without draining resources. Here are the six key aspects of EDR you should look for:\r\n<span style=\"font-weight: bold;\">1. Visibility:</span> Real-time visibility across all your endpoints allows you to view adversary activities, even as they attempt to breach your environment and stop them immediately.\r\n<span style=\"font-weight: bold;\">2. Threat Database:</span> Effective EDR requires massive amounts of telemetry collected from endpoints and enriched with context so it can be mined for signs of attack with a variety of analytic techniques.\r\n<span style=\"font-weight: bold;\">3. Behavioral Protection:</span> Relying solely on signature-based methods or indicators of compromise (IOCs) lead to the “silent failure” that allows data breaches to occur. Effective endpoint detection and response requires behavioral approaches that search for indicators of attack (IOAs), so you are alerted of suspicious activities before a compromise can occur.\r\n<span style=\"font-weight: bold;\">4. Insight and Intelligence:</span> An endpoint detection and response solution that integrates threat intelligence can provide context, including details on the attributed adversary that is attacking you or other information about the attack.\r\n<span style=\"font-weight: bold;\">5. Fast Response:</span> EDR that enables a fast and accurate response to incidents can stop an attack before it becomes a breach and allow your organization to get back to business quickly.\r\n<span style=\"font-weight: bold;\">6. Cloud-based Solution:</span> Having a cloud-based endpoint detection and response solution is the only way to ensure zero impact on endpoints while making sure capabilities such as search, analysis and investigation can be done accurately and in real time.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/hgghghg.png","alias":"endpoint-detection-and-response"}},"branches":"Information Technology","companySizes":"More than 2000 Employees","companyUrl":"https://www.cloudera.com/","countryCodes":["ARE","AUS","BRA","CAN","CHE","CHL","CHN","CRI","DEU","FRA","GBR","HUN","IDN","IRL","IND","JPN","KOR","NLD","SGP","USA"],"certifications":[],"isSeller":true,"isSupplier":true,"isVendor":true,"presenterCodeLng":"","seo":{"title":"Cloudera","keywords":"","description":"<b>Cloudera</b> was founded in 2008 by some of the brightest minds at Silicon Valley’s leading companies, including Google (Christophe Bisciglia), Yahoo! (Amr Awadallah), Oracle (Mike Olson), and Facebook (Jeff Hammerbacher). Our founders held at their core th","og:title":"Cloudera","og:description":"<b>Cloudera</b> was founded in 2008 by some of the brightest minds at Silicon Valley’s leading companies, including Google (Christophe Bisciglia), Yahoo! (Amr Awadallah), Oracle (Mike Olson), and Facebook (Jeff Hammerbacher). Our founders held at their core th","og:image":"https://old.roi4cio.com/uploads/roi/company/cloudera.png"},"eventUrl":"","vendorPartners":[],"supplierPartners":[],"vendoredProducts":[{"id":3709,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/cloudera.png","logo":true,"scheme":false,"title":"Cloudera DataFlow","vendorVerified":0,"rating":"0.00","implementationsCount":0,"suppliersCount":0,"supplierPartnersCount":0,"alias":"cloudera-dataflow","companyTitle":"Cloudera","companyTypes":["supplier","vendor"],"companyId":5898,"companyAlias":"cloudera","description":"<b>Cloudera DataFlow (CDF)</b>, formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. \r\n<b>DataFlow addresses the key challenges enterprises face with data-in-motion:</b>\r\n<ul> <li>Processing real-time data streaming at high volume and high scale</li> <li>Tracking data provenance and lineage of streaming data</li> <li>Managing and monitoring edge applications and streaming sources</li> </ul>\r\n<b>Key benefits:</b>\r\n<b>REDUCE DATA INTEGRATION DEVELOPMENT TIME</b>\r\nImagine a no-code approach to building complex data pipelines with minimal effort. CDF offers a simple visual UI for building sophisticated data flows to accomplish major data ingestions, transformations, and enrichment from a variety of streaming sources. Powered by Apache NiFi, CDF ingests data from devices, enterprise applications, partner systems, and edge applications generating real-time streaming data.\r\n<b>MANAGE &amp; SECURE YOUR DATA FROM EDGE TO ENTERPRISE</b>\r\nCDF enables high volume data collection at the edge, even from edge devices using Minifi. Now you can set up widely distributed IoT deployment models for regional data collection with ease using NiFi with Minifi to stream data from the edge. Tight integration with Apache Ranger gives CDF the unique advantage of seamless security across all your data-in-motion and data-at-rest.\r\n<b>GET REAL-TIME INSIGHTS FASTER THAN EVER</b>\r\nReal-time insights and actionable intelligence mean you can act sooner. Using the powerful streaming platform Apache Kafka, CDF can process several million transactions per second, identify key patterns, compare against machine learning models, and offer predictive or prescriptive analytics to help business leadership make key decisions and seize opportunities.\r\n<b>OUT-OF-THE-BOX COMPLIANCE</b>\r\nCDF is the only product in the industry offering data provenance and edge-to-enterprise data governance out of the box. In the age of GDPR and other regulatory compliance, it’s important to track data lineage, even for streaming data. NiFi within CDF offers data provenance tracking without any extra configuration or setup. With tight integration of Apache Atlas, you have a complete governance of data from the edge to the enterprise.","shortDescription":"Cloudera DataFlow (CDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. ","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":7,"sellingCount":13,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Cloudera DataFlow","keywords":"","description":"<b>Cloudera DataFlow (CDF)</b>, formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. \r\n<b>DataFlow addresses the key challeng","og:title":"Cloudera DataFlow","og:description":"<b>Cloudera DataFlow (CDF)</b>, formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. \r\n<b>DataFlow addresses the key challeng","og:image":"https://old.roi4cio.com/fileadmin/user_upload/cloudera.png"},"eventUrl":"","translationId":3708,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":838,"title":"Endpoint Detection and Response","alias":"endpoint-detection-and-response","description":"Endpoint Detection and Response (EDR) is a cybersecurity technology that addresses the need for continuous monitoring and response to advanced threats. It is a subset of endpoint security technology and a critical piece of an optimal security posture. EDR differs from other endpoint protection platforms (EPP) such as antivirus (AV) and anti-malware in that its primary focus isn't to automatically stop threats in the pre-execution phase on an endpoint. Rather, EDR is focused on providing the right endpoint visibility with the right insights to help security analysts discover, investigate and respond to very advanced threats and broader attack campaigns stretching across multiple endpoints. Many EDR tools, however, combine EDR and EPP.\r\nWhile small and mid-market organizations are increasingly turning to EDR technology for more advanced endpoint protection, many lack the resources to maximize the benefits of the technology. Utilizing advanced EDR features such as forensic analysis, behavioral monitoring and artificial intelligence (AI) is labor and resource intensive, requiring the attention of dedicated security professionals.\r\nA managed endpoint security service combines the latest technology, an around-the-clock team of certified CSOC experts and up-to-the-minute industry intelligence for a cost-effective monthly subscription. Managed services can help reduce the day-to-day burden of monitoring and responding to alerts, enhance security orchestration and automation (SOAR) and improve threat hunting and incident response.","materialsDescription":"<span style=\"font-weight: bold; \">What is Endpoint detection and response (EDR)?</span>\r\nEndpoint detection and response is an emerging technology that addresses the need for continuous monitoring and response to advanced threats. One could even make the argument that endpoint detection and response is a form of advanced threat protection.\r\n<span style=\"font-weight: bold;\">What are the Key Aspects of EDR Security?</span>\r\nAccording to Gartner, effective EDR must include the following capabilities:\r\n<ul><li>Incident data search and investigation</li><li>Alert triage or suspicious activity validation</li><li>Suspicious activity detection</li><li>Threat hunting or data exploration</li><li>Stopping malicious activity</li></ul>\r\n<span style=\"font-weight: bold;\">What to look for in an EDR Solution?</span>\r\nUnderstanding the key aspects of EDR and why they are important will help you better discern what to look for in a solution. It’s important to find EDR software that can provide the highest level of protection while requiring the least amount of effort and investment — adding value to your security team without draining resources. Here are the six key aspects of EDR you should look for:\r\n<span style=\"font-weight: bold;\">1. Visibility:</span> Real-time visibility across all your endpoints allows you to view adversary activities, even as they attempt to breach your environment and stop them immediately.\r\n<span style=\"font-weight: bold;\">2. Threat Database:</span> Effective EDR requires massive amounts of telemetry collected from endpoints and enriched with context so it can be mined for signs of attack with a variety of analytic techniques.\r\n<span style=\"font-weight: bold;\">3. Behavioral Protection:</span> Relying solely on signature-based methods or indicators of compromise (IOCs) lead to the “silent failure” that allows data breaches to occur. Effective endpoint detection and response requires behavioral approaches that search for indicators of attack (IOAs), so you are alerted of suspicious activities before a compromise can occur.\r\n<span style=\"font-weight: bold;\">4. Insight and Intelligence:</span> An endpoint detection and response solution that integrates threat intelligence can provide context, including details on the attributed adversary that is attacking you or other information about the attack.\r\n<span style=\"font-weight: bold;\">5. Fast Response:</span> EDR that enables a fast and accurate response to incidents can stop an attack before it becomes a breach and allow your organization to get back to business quickly.\r\n<span style=\"font-weight: bold;\">6. Cloud-based Solution:</span> Having a cloud-based endpoint detection and response solution is the only way to ensure zero impact on endpoints while making sure capabilities such as search, analysis and investigation can be done accurately and in real time.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/hgghghg.png"},{"id":45,"title":"SIEM - Security Information and Event Management","alias":"siem-security-information-and-event-management","description":"<span style=\"font-weight: bold; \">Security information and event management (SIEM)</span> is an approach to security management that combines SIM (security information management) and SEM (security event management) functions into one security management system. \r\n The underlying principles of every SIEM system is to aggregate relevant data from multiple sources, identify deviations from the norm and take appropriate action. At the most basic level, a SIEM system can be rules-based or employ a statistical correlation engine to establish relationships between event log entries. Advanced SIEM products have evolved to include user and entity behavior analytics (UEBA) and security orchestration and automated response (SOAR). \r\nThe acronyms SEM, SIM and SIEM have sometimes been used interchangeably, but generally refer to the different primary focus of products:\r\n<ul><li><span style=\"font-weight: bold;\">Log management:</span> Focus on simple collection and storage of log messages and audit trails.</li><li><span style=\"font-weight: bold;\">Security information management (SIM):</span> Long-term storage as well as analysis and reporting of log data.</li><li><span style=\"font-weight: bold;\">Security event manager (SEM):</span> Real-time monitoring, correlation of events, notifications and console views.</li><li><span style=\"font-weight: bold;\">Security information event management (SIEM):</span> Combines SIM and SEM and provides real-time analysis of security alerts generated by network hardware and applications.</li><li><span style=\"font-weight: bold;\">Managed Security Service (MSS) or Managed Security Service Provider (MSSP):</span> The most common managed services appear to evolve around connectivity and bandwidth, network monitoring, security, virtualization, and disaster recovery.</li><li><span style=\"font-weight: bold;\">Security as a service (SECaaS):</span> These security services often include authentication, anti-virus, anti-malware/spyware, intrusion detection, Penetration testing and security event management, among others.</li></ul>\r\nToday, most of SIEM technology works by deploying multiple collection agents in a hierarchical manner to gather security-related events from end-user devices, servers, network equipment, as well as specialized security equipment like firewalls, antivirus or intrusion prevention systems. The collectors forward events to a centralized management console where security analysts sift through the noise, connecting the dots and prioritizing security incidents.\r\nSome of the most important features to review when evaluating Security Information and Event Management software are:\r\n<ol><li><span style=\"font-weight: bold; \">Integration with other controls:</span> Can the system give commands to other enterprise security controls to prevent or stop attacks in progress?</li><li><span style=\"font-weight: bold; \">Artificial intelligence:</span> Can the system improve its own accuracy by through machine and deep learning?</li><li><span style=\"font-weight: bold; \">Threat intelligence feeds:</span>&nbsp; Can the system support threat intelligence feeds of the organization's choosing or is it mandated to use a particular feed?</li><li><span style=\"font-weight: bold; \">Robust compliance reporting:</span>&nbsp; Does the system include built-in reports for common compliance needs and the provide the organization with the ability to customize or create new compliance reports?</li><li><span style=\"font-weight: bold; \">Forensics capabilities:</span>&nbsp; Can the system capture additional information about security events by recording the headers and contents of packets of interest? </li></ol>\r\n\r\n\r\n","materialsDescription":"<h1 class=\"align-center\"> Why is SIEM Important?</h1>\r\nSIEM has become a core security component of modern organizations. The main reason is that every user or tracker leaves behind a virtual trail in a network’s log data. SIEM software is designed to use this log data in order to generate insight into past attacks and events. A SIEM solution not only identifies that an attack has happened, but allows you to see how and why it happened as well.\r\nAs organizations update and upscale to increasingly complex IT infrastructures, SIEM has become even more important in recent years. Contrary to popular belief, firewalls and antivirus packages are not enough to protect a network in its entirety. Zero-day attacks can still penetrate a system’s defenses even with these security measures in place.\r\nSIEM addresses this problem by detecting attack activity and assessing it against past behavior on the network. A security event monitoring has the ability to distinguish between legitimate use and a malicious attack. This helps to increase a system’s incident protection and avoid damage to systems and virtual property.\r\nThe use of SIEM also helps companies to comply with a variety of industry cyber management regulations. Log management is the industry standard method of auditing activity on an IT network. SIEM management provides the best way to meet this regulatory requirement and provide transparency over logs in order to generate clear insights and improvements.\r\n<h1 class=\"align-center\">Evaluation criteria for security information and event management software:</h1>\r\n<ul><li>Threat identification: Raw log form vs. descriptive.</li><li>Threat tracking: Ability to track through the various events, from source to destination.</li><li>Policy enforcement: Ability to enforce defined polices.</li><li>Application analysis: Ability to analyze application at Layer 7 if necessary.</li><li>Business relevance of events: Ability to assign business risk to events and have weighted threat levels.</li><li>Measuring changes and improvements: Ability to track configuration changes to devices.</li><li>Asset-based information: Ability to gather information on devices on the network.</li><li>Anomalous behavior (server): Ability to trend and see changes in how it communicates to others.</li><li>Anomalous behavior (network): Ability to trend and see how communications pass throughout the network.</li><li>Anomalous behavior (application): Ability to trend and see changes in how it communicates to others.</li><li>User monitoring: User activity, logging in, applications usage, etc.</li></ul>\r\n\r\n","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_SIEM.png"},{"id":40,"title":"Endpoint security","alias":"endpoint-security","description":"In network security, endpoint security refers to a methodology of protecting the corporate network when accessed via remote devices such as laptops or other wireless and mobile devices. Each device with a remote connecting to the network creates a potential entry point for security threats. Endpoint security is designed to secure each endpoint on the network created by these devices.\r\nUsually, endpoint security is a security system that consists of security software, located on a centrally managed and accessible server or gateway within the network, in addition to client software being installed on each of the endpoints (or devices).&nbsp; The server authenticates logins from the endpoints and also updates the device software when needed. While endpoint security software differs by vendor, you can expect most software offerings to provide antivirus, antispyware, firewall and also a host intrusion prevention system (HIPS).\r\nEndpoint security is becoming a more common IT security function and concern as more employees bring consumer mobile devices to work and companies allow its mobile workforce to use these devices on the corporate network.<br /><br />","materialsDescription":"<span style=\"font-weight: bold;\">What are endpoint devices?</span>\r\nAny device that can connect to the central business network is considered an endpoint. Endpoint devices are potential entry points for cybersecurity threats and need strong protection because they are often the weakest link in network security.\r\n<span style=\"font-weight: bold;\">What is endpoint security management?</span>\r\nA set of rules defining the level of security that each device connected to the business network must comply with. These rules may include using an approved operating system (OS), installing a virtual private network (VPN), or running up-to-date antivirus software. If the device connecting to the network does not have the desired level of protection, it may have to connect via a guest network and have limited network access.\r\n<span style=\"font-weight: bold;\">What is endpoint security software?</span>\r\nPrograms that make sure your devices are protected. Endpoint protection software may be cloud-based and work as SaaS (Software as a Service). Endpoint security software can also be installed on each device separately as a standalone application.\r\n<span style=\"font-weight: bold;\">What is endpoint detection and response (EDR)?</span>\r\nEndpoint detection and response (EDR) solutions analyze files and programs, and report on any threats found. EDR solutions monitor continuously for advanced threats, helping to identify attacks at an early stage and respond rapidly to a range of threats.<br /><br />","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Endpoint_security.png"},{"id":204,"title":"Managed Detection and Response","alias":"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"}],"characteristics":[],"concurentProducts":[],"jobRoles":[],"organizationalFeatures":[],"complementaryCategories":[],"solutions":[],"materials":[],"useCases":[],"best_practices":[],"values":[],"implementations":[]}],"suppliedProducts":[{"id":3709,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/cloudera.png","logo":true,"scheme":false,"title":"Cloudera DataFlow","vendorVerified":0,"rating":"0.00","implementationsCount":0,"suppliersCount":0,"supplierPartnersCount":0,"alias":"cloudera-dataflow","companyTitle":"Cloudera","companyTypes":["supplier","vendor"],"companyId":5898,"companyAlias":"cloudera","description":"<b>Cloudera DataFlow (CDF)</b>, formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. \r\n<b>DataFlow addresses the key challenges enterprises face with data-in-motion:</b>\r\n<ul> <li>Processing real-time data streaming at high volume and high scale</li> <li>Tracking data provenance and lineage of streaming data</li> <li>Managing and monitoring edge applications and streaming sources</li> </ul>\r\n<b>Key benefits:</b>\r\n<b>REDUCE DATA INTEGRATION DEVELOPMENT TIME</b>\r\nImagine a no-code approach to building complex data pipelines with minimal effort. CDF offers a simple visual UI for building sophisticated data flows to accomplish major data ingestions, transformations, and enrichment from a variety of streaming sources. Powered by Apache NiFi, CDF ingests data from devices, enterprise applications, partner systems, and edge applications generating real-time streaming data.\r\n<b>MANAGE &amp; SECURE YOUR DATA FROM EDGE TO ENTERPRISE</b>\r\nCDF enables high volume data collection at the edge, even from edge devices using Minifi. Now you can set up widely distributed IoT deployment models for regional data collection with ease using NiFi with Minifi to stream data from the edge. Tight integration with Apache Ranger gives CDF the unique advantage of seamless security across all your data-in-motion and data-at-rest.\r\n<b>GET REAL-TIME INSIGHTS FASTER THAN EVER</b>\r\nReal-time insights and actionable intelligence mean you can act sooner. Using the powerful streaming platform Apache Kafka, CDF can process several million transactions per second, identify key patterns, compare against machine learning models, and offer predictive or prescriptive analytics to help business leadership make key decisions and seize opportunities.\r\n<b>OUT-OF-THE-BOX COMPLIANCE</b>\r\nCDF is the only product in the industry offering data provenance and edge-to-enterprise data governance out of the box. In the age of GDPR and other regulatory compliance, it’s important to track data lineage, even for streaming data. NiFi within CDF offers data provenance tracking without any extra configuration or setup. With tight integration of Apache Atlas, you have a complete governance of data from the edge to the enterprise.","shortDescription":"Cloudera DataFlow (CDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. ","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":7,"sellingCount":13,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"Cloudera DataFlow","keywords":"","description":"<b>Cloudera DataFlow (CDF)</b>, formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. \r\n<b>DataFlow addresses the key challeng","og:title":"Cloudera DataFlow","og:description":"<b>Cloudera DataFlow (CDF)</b>, formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable intelligence. \r\n<b>DataFlow addresses the key challeng","og:image":"https://old.roi4cio.com/fileadmin/user_upload/cloudera.png"},"eventUrl":"","translationId":3708,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":838,"title":"Endpoint Detection and Response","alias":"endpoint-detection-and-response","description":"Endpoint Detection and Response (EDR) is a cybersecurity technology that addresses the need for continuous monitoring and response to advanced threats. It is a subset of endpoint security technology and a critical piece of an optimal security posture. EDR differs from other endpoint protection platforms (EPP) such as antivirus (AV) and anti-malware in that its primary focus isn't to automatically stop threats in the pre-execution phase on an endpoint. Rather, EDR is focused on providing the right endpoint visibility with the right insights to help security analysts discover, investigate and respond to very advanced threats and broader attack campaigns stretching across multiple endpoints. Many EDR tools, however, combine EDR and EPP.\r\nWhile small and mid-market organizations are increasingly turning to EDR technology for more advanced endpoint protection, many lack the resources to maximize the benefits of the technology. Utilizing advanced EDR features such as forensic analysis, behavioral monitoring and artificial intelligence (AI) is labor and resource intensive, requiring the attention of dedicated security professionals.\r\nA managed endpoint security service combines the latest technology, an around-the-clock team of certified CSOC experts and up-to-the-minute industry intelligence for a cost-effective monthly subscription. Managed services can help reduce the day-to-day burden of monitoring and responding to alerts, enhance security orchestration and automation (SOAR) and improve threat hunting and incident response.","materialsDescription":"<span style=\"font-weight: bold; \">What is Endpoint detection and response (EDR)?</span>\r\nEndpoint detection and response is an emerging technology that addresses the need for continuous monitoring and response to advanced threats. One could even make the argument that endpoint detection and response is a form of advanced threat protection.\r\n<span style=\"font-weight: bold;\">What are the Key Aspects of EDR Security?</span>\r\nAccording to Gartner, effective EDR must include the following capabilities:\r\n<ul><li>Incident data search and investigation</li><li>Alert triage or suspicious activity validation</li><li>Suspicious activity detection</li><li>Threat hunting or data exploration</li><li>Stopping malicious activity</li></ul>\r\n<span style=\"font-weight: bold;\">What to look for in an EDR Solution?</span>\r\nUnderstanding the key aspects of EDR and why they are important will help you better discern what to look for in a solution. It’s important to find EDR software that can provide the highest level of protection while requiring the least amount of effort and investment — adding value to your security team without draining resources. Here are the six key aspects of EDR you should look for:\r\n<span style=\"font-weight: bold;\">1. Visibility:</span> Real-time visibility across all your endpoints allows you to view adversary activities, even as they attempt to breach your environment and stop them immediately.\r\n<span style=\"font-weight: bold;\">2. Threat Database:</span> Effective EDR requires massive amounts of telemetry collected from endpoints and enriched with context so it can be mined for signs of attack with a variety of analytic techniques.\r\n<span style=\"font-weight: bold;\">3. Behavioral Protection:</span> Relying solely on signature-based methods or indicators of compromise (IOCs) lead to the “silent failure” that allows data breaches to occur. Effective endpoint detection and response requires behavioral approaches that search for indicators of attack (IOAs), so you are alerted of suspicious activities before a compromise can occur.\r\n<span style=\"font-weight: bold;\">4. Insight and Intelligence:</span> An endpoint detection and response solution that integrates threat intelligence can provide context, including details on the attributed adversary that is attacking you or other information about the attack.\r\n<span style=\"font-weight: bold;\">5. Fast Response:</span> EDR that enables a fast and accurate response to incidents can stop an attack before it becomes a breach and allow your organization to get back to business quickly.\r\n<span style=\"font-weight: bold;\">6. Cloud-based Solution:</span> Having a cloud-based endpoint detection and response solution is the only way to ensure zero impact on endpoints while making sure capabilities such as search, analysis and investigation can be done accurately and in real time.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/hgghghg.png"},{"id":45,"title":"SIEM - Security Information and Event Management","alias":"siem-security-information-and-event-management","description":"<span style=\"font-weight: bold; \">Security information and event management (SIEM)</span> is an approach to security management that combines SIM (security information management) and SEM (security event management) functions into one security management system. \r\n The underlying principles of every SIEM system is to aggregate relevant data from multiple sources, identify deviations from the norm and take appropriate action. At the most basic level, a SIEM system can be rules-based or employ a statistical correlation engine to establish relationships between event log entries. Advanced SIEM products have evolved to include user and entity behavior analytics (UEBA) and security orchestration and automated response (SOAR). \r\nThe acronyms SEM, SIM and SIEM have sometimes been used interchangeably, but generally refer to the different primary focus of products:\r\n<ul><li><span style=\"font-weight: bold;\">Log management:</span> Focus on simple collection and storage of log messages and audit trails.</li><li><span style=\"font-weight: bold;\">Security information management (SIM):</span> Long-term storage as well as analysis and reporting of log data.</li><li><span style=\"font-weight: bold;\">Security event manager (SEM):</span> Real-time monitoring, correlation of events, notifications and console views.</li><li><span style=\"font-weight: bold;\">Security information event management (SIEM):</span> Combines SIM and SEM and provides real-time analysis of security alerts generated by network hardware and applications.</li><li><span style=\"font-weight: bold;\">Managed Security Service (MSS) or Managed Security Service Provider (MSSP):</span> The most common managed services appear to evolve around connectivity and bandwidth, network monitoring, security, virtualization, and disaster recovery.</li><li><span style=\"font-weight: bold;\">Security as a service (SECaaS):</span> These security services often include authentication, anti-virus, anti-malware/spyware, intrusion detection, Penetration testing and security event management, among others.</li></ul>\r\nToday, most of SIEM technology works by deploying multiple collection agents in a hierarchical manner to gather security-related events from end-user devices, servers, network equipment, as well as specialized security equipment like firewalls, antivirus or intrusion prevention systems. The collectors forward events to a centralized management console where security analysts sift through the noise, connecting the dots and prioritizing security incidents.\r\nSome of the most important features to review when evaluating Security Information and Event Management software are:\r\n<ol><li><span style=\"font-weight: bold; \">Integration with other controls:</span> Can the system give commands to other enterprise security controls to prevent or stop attacks in progress?</li><li><span style=\"font-weight: bold; \">Artificial intelligence:</span> Can the system improve its own accuracy by through machine and deep learning?</li><li><span style=\"font-weight: bold; \">Threat intelligence feeds:</span>&nbsp; Can the system support threat intelligence feeds of the organization's choosing or is it mandated to use a particular feed?</li><li><span style=\"font-weight: bold; \">Robust compliance reporting:</span>&nbsp; Does the system include built-in reports for common compliance needs and the provide the organization with the ability to customize or create new compliance reports?</li><li><span style=\"font-weight: bold; \">Forensics capabilities:</span>&nbsp; Can the system capture additional information about security events by recording the headers and contents of packets of interest? </li></ol>\r\n\r\n\r\n","materialsDescription":"<h1 class=\"align-center\"> Why is SIEM Important?</h1>\r\nSIEM has become a core security component of modern organizations. The main reason is that every user or tracker leaves behind a virtual trail in a network’s log data. SIEM software is designed to use this log data in order to generate insight into past attacks and events. A SIEM solution not only identifies that an attack has happened, but allows you to see how and why it happened as well.\r\nAs organizations update and upscale to increasingly complex IT infrastructures, SIEM has become even more important in recent years. Contrary to popular belief, firewalls and antivirus packages are not enough to protect a network in its entirety. Zero-day attacks can still penetrate a system’s defenses even with these security measures in place.\r\nSIEM addresses this problem by detecting attack activity and assessing it against past behavior on the network. A security event monitoring has the ability to distinguish between legitimate use and a malicious attack. This helps to increase a system’s incident protection and avoid damage to systems and virtual property.\r\nThe use of SIEM also helps companies to comply with a variety of industry cyber management regulations. Log management is the industry standard method of auditing activity on an IT network. SIEM management provides the best way to meet this regulatory requirement and provide transparency over logs in order to generate clear insights and improvements.\r\n<h1 class=\"align-center\">Evaluation criteria for security information and event management software:</h1>\r\n<ul><li>Threat identification: Raw log form vs. descriptive.</li><li>Threat tracking: Ability to track through the various events, from source to destination.</li><li>Policy enforcement: Ability to enforce defined polices.</li><li>Application analysis: Ability to analyze application at Layer 7 if necessary.</li><li>Business relevance of events: Ability to assign business risk to events and have weighted threat levels.</li><li>Measuring changes and improvements: Ability to track configuration changes to devices.</li><li>Asset-based information: Ability to gather information on devices on the network.</li><li>Anomalous behavior (server): Ability to trend and see changes in how it communicates to others.</li><li>Anomalous behavior (network): Ability to trend and see how communications pass throughout the network.</li><li>Anomalous behavior (application): Ability to trend and see changes in how it communicates to others.</li><li>User monitoring: User activity, logging in, applications usage, etc.</li></ul>\r\n\r\n","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_SIEM.png"},{"id":40,"title":"Endpoint security","alias":"endpoint-security","description":"In network security, endpoint security refers to a methodology of protecting the corporate network when accessed via remote devices such as laptops or other wireless and mobile devices. Each device with a remote connecting to the network creates a potential entry point for security threats. Endpoint security is designed to secure each endpoint on the network created by these devices.\r\nUsually, endpoint security is a security system that consists of security software, located on a centrally managed and accessible server or gateway within the network, in addition to client software being installed on each of the endpoints (or devices).&nbsp; The server authenticates logins from the endpoints and also updates the device software when needed. While endpoint security software differs by vendor, you can expect most software offerings to provide antivirus, antispyware, firewall and also a host intrusion prevention system (HIPS).\r\nEndpoint security is becoming a more common IT security function and concern as more employees bring consumer mobile devices to work and companies allow its mobile workforce to use these devices on the corporate network.<br /><br />","materialsDescription":"<span style=\"font-weight: bold;\">What are endpoint devices?</span>\r\nAny device that can connect to the central business network is considered an endpoint. Endpoint devices are potential entry points for cybersecurity threats and need strong protection because they are often the weakest link in network security.\r\n<span style=\"font-weight: bold;\">What is endpoint security management?</span>\r\nA set of rules defining the level of security that each device connected to the business network must comply with. These rules may include using an approved operating system (OS), installing a virtual private network (VPN), or running up-to-date antivirus software. If the device connecting to the network does not have the desired level of protection, it may have to connect via a guest network and have limited network access.\r\n<span style=\"font-weight: bold;\">What is endpoint security software?</span>\r\nPrograms that make sure your devices are protected. Endpoint protection software may be cloud-based and work as SaaS (Software as a Service). Endpoint security software can also be installed on each device separately as a standalone application.\r\n<span style=\"font-weight: bold;\">What is endpoint detection and response (EDR)?</span>\r\nEndpoint detection and response (EDR) solutions analyze files and programs, and report on any threats found. EDR solutions monitor continuously for advanced threats, helping to identify attacks at an early stage and respond rapidly to a range of threats.<br /><br />","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Endpoint_security.png"},{"id":204,"title":"Managed Detection and Response","alias":"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"}],"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":""}}