Defensive AI
Use AI for threat detection, log analysis, and SIEM automation.
0%
Confidence · no data yet
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)
Scam Researcher shows how he tricks scammers with AI
→ Implement AI-powered security measures→ Analyze AI-powered threats→ Develop strategies to outsmart scammers
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
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
Red Team | Subverting macOS Apps and Security Controls
→ Bypass security controls→ Exploit 0-Day vulnerabilities→ Conduct reverse-engineering analysis
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
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
Red Team | Weaponizing Windows Crash Dumps
→ Analyze system artifacts for security vulnerabilities→ Develop strategies to bypass security controls
🤖🤖🤖
→ Develop defensive AI systems→ Implement security measures to prevent attacks→ Analyze and respond to security incidents
DeepCamp AI