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AI in Cybersecurity Explained: ML, Gen AI & Agentic AI

12/06/2026 · VideoObject 🕐 🆕
Discover how AI transforms cybersecurity! In this video, Chris Goettl, VP Product Management at Ivanti explores three critical types of artificial intelligence reshaping security operations: machine learning, generative AI and agentic AI. Machine learning (ML) in cybersecurity analyzes massive datasets to detect threats before they strike. From risk-based vulnerability management to user and entity behavior analytics (UEBA), ML powers intelligent security solutions that identify unusual network traffic patterns, categorize vulnerabilities by threat context and flag suspicious user activities like impossible travel scenarios. Generative AI is changing the security landscape beyond just phishing concerns. While threat actors may exploit it for deepfakes and social engineering, security teams are using gen AI for synthetic data generation, automated incident report creation and log summarization —streamlining security operations without compromising sensitive information. Agentic AI represents the future of autonomous security operations. This technology executes multi-step workflows independently, orchestrating complex processes like attack surface analysis, automatic patch deployment, and configuration remediation. By handling repetitive security tasks, agentic AI frees valuable time for security and IT professionals to focus on strategic initiatives. Whether you're a security or IT professional or simply interested in cybersecurity automation and threat detection technologies, understanding these AI applications is essential for modern security operations. Learn more about the ways AI is changing cybersecurity and multiplying defense efforts in Ivanti’s research report “2026 State of Cybersecurity Report: Bridging the Divide” at ivanti.com/stateofcyber. Ivanti is a leading enterprise software company that offers a powerful, cloud-based IT and security platform. Our solutions are designed to scale with your business, helping IT and Security teams boost operational efficiency, cut costs and stay ahead of security threats. The Ivanti Neurons platform is cloud-native, providing a unified and reusable foundation for consistent visibility, scalability, and secure delivery. Trusted by over 34,000 customers, including 85 of the Fortune 100, Ivanti empowers organizations to tackle challenges with end-to-end solutions. Subscribe for insightful videos on IT modernization, cybersecurity, automation, product updates, and success stories. Visit www.ivanti.com to learn more, and stay connected by following us @GoIvanti. Learn More: • Visit www.ivanti.com • Follow us on social media: @GoIvanti #Ivanti #ITSecurity #CloudSolutions #OperationalEfficiency #cybersecurity #Cybersecurity #ArtificialIntelligence #MachineLearning #GenerativeAI #AgenticAI #ThreatDetection #SecurityAutomation #VulnerabilityManagement #InfoSec
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