Behavioural Analytics in Network Security - Cyber Security Course 2025

Firewalls and antivirus can't stop every threat. The future of security is understanding how users and systems behave. 🧠 In this video, we explore Behavioural Analytics—the powerful AI-driven technology that spots the subtle, malicious activity other tools miss. Learn how to detect an insider threat or a compromised account before they cause a major breach. In this video, you will learn: • What User and Entity Behaviour Analytics (UEBA) is and why it's a game-changer. • The key difference between rules-based alerts and behaviour-based detection. • How to establish a "normal baseline" for users, servers, and devices. • Real-world case studies: Spotting data exfiltration, insider threats, and compromised accounts. • The role of Machine Learning (ML) and AI in automating threat hunting. 🔒 DOWNLOAD THE FREE UEBA USE CASE CHEAT SHEET: [Link to a PDF with common behavioural anomalies and what they mean] ⏰ CHAPTERS / TIMESTAMPS: 0:00 - The Limits of Traditional Security 1:20 - What is Behavioural Analytics? (Simple Explanation) 2:50 - User vs. Entity Behaviour Analytics (UEBA) 4:30 - How to Build a "Normal" Behavioural Baseline 6:45 - Case Study 1: Detecting an Insider Threat 9:10 - Case Study 2: Spotting a Compromised Account 11:30 - The Role of Machine Learning & AI 13:45 - Top Tools in the UEBA Market 15:00 - How to Get Started Learning This Skill 📚 ENROLL IN THE FULL 2025 CYBER SECURITY COURSE: Master advanced topics like Threat Hunting, SIEM, and Cloud Security. Full course includes simulated UEBA labs. [Link to your full course playlist or landing page] 🔗 USEFUL LINKS & RESOURCES: Splunk UEBA (Industry Tool): [Link] Microsoft Sentinel UEBA Capabilities: [Link] Try a Behavioural Analytics Lab on TryHackMe: [Affiliate or direct link] Follow for more advanced threat intel on [Twitter/LinkedIn]: [Your Social Media Link] 💬 NEXT VIDEO TO WATCH: Ready to see this in a real system? Watch "SIEM vs. SOAR vs. XDR: What's The Difference?": [Link to your next video