Defensive AI
Use AI for threat detection, log analysis, and SIEM automation.
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After this skill you can…
- Build an AI-powered log anomaly detector
- Automate SIEM alert triage with LLMs
- Use ML for network intrusion detection
Prerequisites
Watch (10 videos)
He Hunts Malware for a living. Here's what he's most afraid of
→ Build defenses against malware→ Develop incident response plans→ Conduct vulnerability assessments
Scam Researcher shows how he tricks scammers with AI
→ Implement AI-powered security measures→ Analyze AI-powered threats→ Develop strategies to outsmart scammers
Red Team | Subverting macOS Apps and Security Controls
→ Bypass security controls→ Exploit 0-Day vulnerabilities→ Conduct reverse-engineering analysis
Build an Autonomous AI Red Team Agent from Scratch | LangGraph + Metasploit + Neo4j Full Tutorial
→ Implement AI-powered defensive measures→ Analyze vulnerabilities with AI-driven tools
Cybersecurity 2026 WARNING: AI Makes Every System Riskier
→ Use input and output filtering to remove problematic material from prompts→ Implement normal security principles of best practice
Become a Pen Tester in 2025
→ Conduct penetration testing→ Identify vulnerabilities→ Improve cybersecurity defenses
Apple Says iPhone Is Safe. We Keep Finding Malware
→ Develop strategies to defend against AI-powered attacks→ Implement AI-driven security measures to protect against malware and hacking→ Analyze the role of AI in cybersecurity
MCP Security: What Happens When Your Agents Talk to Everything?
→ Identify potential vulnerabilities in AI systems→ Develop guardrails to prevent agent misuse
Warning and demo: Hackers can use AI to create malware
→ Protect against AI-generated malware→ Detect non-deterministic AI behavior→ Use ThreatLocker to secure systems
The two ways people trick AI
→ Develop defensive AI strategies→ Analyze AI system vulnerabilities→ Improve AI system security
DeepCamp AI