Behavioural Analytics in Network Security - Cyber Security Course 2025

MasterMind Academy ยท Beginner ยท๐Ÿ” Cybersecurity ยท7mo ago
Skills: AI Security90%
Firewalls and antivirus can't stop every threat. The future of security is understanding how users and systems behave. ๐Ÿง  In this video, we explore Behavioural Analyticsโ€”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: โ€ข What User and Entity Behaviour Analytics (UEBA) is and why it's a game-changer. โ€ข The key difference between rules-based alerts and behaviour-based detection. โ€ข How to establish a "normal baseline" for users, servers, and devices. โ€ข Real-world case studies: Spotting data exfiltration, insider threats, and compromised accounts. โ€ข The role of Machine Learning (ML) and AI in automating threat hunting. ๐Ÿ”’ DOWNLOAD THE FREE UEBA USE CASE CHEAT SHEET: [Link to a PDF with common behavioural anomalies and what they mean] โฐ 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 ๐Ÿ“š 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] ๐Ÿ”— 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] ๐Ÿ’ฌ 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
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Chapters (9)

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
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