{"product_id":"ai-powered-secops-with-siem-and-soar","title":"AI Powered SecOps with SIEM and SOAR","description":"\u003cdiv\u003e\n\u003cp\u003eThis course explores the intersection of AI and cybersecurity, starting with a foundational understanding of AI technologies such as machine learning, deep learning, and natural language processing, as well as their applications in various industries. The content delves into mitigating risks associated with AI adoption, including risk management and ethical considerations, and identifying vulnerabilities in AI systems.\u003c\/p\u003e\r\n\u003cp\u003eThe importance of integrating AI into security operations is covered through the use of AI for intrusion detection, threat intelligence, and automated incident response, as well as AI’s potential for transforming hacking techniques while highlighting AI-powered attacks and tools.  The Course also emphasizes the need for aligning AI with common security frameworks and regulatory compliance, as well as exploring future trends such as federated learning, AI-powered cyber deception, quantum computing for AI, explainable AI, and AI-driven security automation.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eAI Powered SecOps with SIEM and SOAR Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePrerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eAttendees should have foundational knowledge in networking and cybersecurity.\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eAI Powered SecOps with SIEM \u0026amp; SOAR Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eChapter 1: Modernizing threat management\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConstantly evolving landscape of cybersecurity\u003c\/li\u003e\n\u003cli\u003eIdentify technology challenges to stay ahead of emerging threats\u003c\/li\u003e\n\u003cli\u003eUncover people and process challenges and explore strategies for improvement\u003c\/li\u003e\n\u003cli\u003eTransform threat management with autonomic security\u003c\/li\u003e\n\u003cli\u003eAI based SecOps Tools: Google Chronicle, Microsoft Sentinel, Splunk\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 2: Basics of AI and Security Operations\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSOC Core Functions\u003c\/li\u003e\n\u003cli\u003eChallenges of Traditional SecOps\u003c\/li\u003e\n\u003cli\u003eEmbrace Autonomic Security Operations\u003c\/li\u003e\n\u003cli\u003eContinuous detection continuous response, CDCR\u003c\/li\u003e\n\u003cli\u003eManagement and ticketing systems for incident tracking\u003c\/li\u003e\n\u003cli\u003eTrack and measure team performance\u003c\/li\u003e\n\u003cli\u003eEnhancing SecOps with AI \u0026amp; ML\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 3:  Collection\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGather host and network data\u003c\/li\u003e\n\u003cli\u003eIdentify data sources and information needs\u003c\/li\u003e\n\u003cli\u003eConfigure logging and data sources\u003c\/li\u003e\n\u003cli\u003eIngest and normalize data\u003c\/li\u003e\n\u003cli\u003eImplement data quality checks and validation\u003c\/li\u003e\n\u003cli\u003eImplement data retention policies\u003c\/li\u003e\n\u003cli\u003ePrioritize your crown jewel assets\u003c\/li\u003e\n\u003cli\u003eAI enhanced collection\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 4: Threat Detection\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify patterns of suspicious activity and detect potential security incidents\u003c\/li\u003e\n\u003cli\u003eLeverage SIEM tools to correlate and analyze security events\u003c\/li\u003e\n\u003cli\u003eUtilize threat intelligence feeds to enrich data\u003c\/li\u003e\n\u003cli\u003eIdentify indicators of compromise (IOCs)\u003c\/li\u003e\n\u003cli\u003eTactics, techniques, and procedures (or TTPs)\u003c\/li\u003e\n\u003cli\u003eAI enhanced detection\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 5: Triage\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConduct initial investigation on security alerts to identify actual threats\u003c\/li\u003e\n\u003cli\u003ePrioritize security alerts\u003c\/li\u003e\n\u003cli\u003ePerform initial investigation on identified alerts\u003c\/li\u003e\n\u003cli\u003eDisregard false positives or low priority alerts\u003c\/li\u003e\n\u003cli\u003eEnrich investigation cases with additional data\u003c\/li\u003e\n\u003cli\u003eEscalate to senior investigators or incident response team\u003c\/li\u003e\n\u003cli\u003eAI enhanced triage\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 6: Investigation\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDeeper analysis of alerts by Tier 2 analysts\u003c\/li\u003e\n\u003cli\u003eVerify whether the alert is a true or false positive\u003c\/li\u003e\n\u003cli\u003eAdvanced analysis of available data and IOCs\u003c\/li\u003e\n\u003cli\u003eGather additional information by pivoting to other data sources\u003c\/li\u003e\n\u003cli\u003eDetermine the duration of the investigation\u003c\/li\u003e\n\u003cli\u003eAddress false positives for proactive threat management\u003c\/li\u003e\n\u003cli\u003eCollaborate with other teams, document, and share knowledge\u003c\/li\u003e\n\u003cli\u003eAI enhanced investigation\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 7: Incident Response\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eContain, eradicate, and recover from a security incident\u003c\/li\u003e\n\u003cli\u003eIdentify the root cause, implement necessary controls, and remediate\u003c\/li\u003e\n\u003cli\u003eMinimize impact and restore operations\u003c\/li\u003e\n\u003cli\u003eConduct a post-incident review\u003c\/li\u003e\n\u003cli\u003eCollaborate with adjacent teams and stakeholders\u003c\/li\u003e\n\u003cli\u003eAI enhanced Incident Response\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eChapter 8: Shift left adjacencies\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eProactive Detection and Response\u003c\/li\u003e\n\u003cli\u003eThreat Intelligence\u003c\/li\u003e\n\u003cli\u003eThreat Hunting\u003c\/li\u003e\n\u003cli\u003eRed Teaming\/Pen Testing\u003c\/li\u003e\n\u003cli\u003eVulnerability Management\u003c\/li\u003e\n\u003cli\u003eUpstream Influence\u003c\/li\u003e\n\u003cli\u003eTabletop Exercises\u003c\/li\u003e\n\u003cli\u003eCompliance\u003c\/li\u003e\n\u003cli\u003eCollaboration with Developers\u003c\/li\u003e\n\u003cli\u003eBlameless Post-Mortems\u003c\/li\u003e\n\u003cli\u003eThreat Modeling\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267A84US \/ 2026-07-29T09:00:00 \/ Herndon, VA","offer_id":47534214447323,"sku":"US-2015-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26AB38US \/ 2026-10-28T09:00:00 \/ Herndon, VA","offer_id":48216565154011,"sku":"US-2015-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"271B57US \/ 2027-01-27T09:00:00 \/ Herndon, VA","offer_id":48216565186779,"sku":"US-2015-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"274B24US \/ 2027-04-28T09:00:00 \/ Herndon, VA","offer_id":48696364761307,"sku":"US-2015-IL","price":2228.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternational-dirinfosec-hhs.myshopify.com\/products\/ai-powered-secops-with-siem-and-soar","provider":"Learning Tree International","version":"1.0","type":"link"}