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Red Teaming AI Systems: Adversarial Testing & Vulnerability Discovery

Master offensive AI security with professional red teaming tools and methodologies. Learn to identify vulnerabilities using DeepTeam, PyRIT, and Garak, execute multi-turn attacks, and produce actionable security reports.

70 min24 lessons6 modulesCybersecurity

What you'll learn

  • Execute professional AI red teaming assessments using industry tools
  • Identify LLM vulnerabilities including prompt injection and jailbreaking
  • Use DeepTeam, PyRIT, and Garak for automated vulnerability discovery
  • Design and execute multi-turn adversarial attack scenarios
  • Produce actionable security reports with remediation recommendations

Course Content

  1. Introduction to AI Red Teaming

    4 lessons · 10 min
    • What is AI Red Teaming?No signup3 min
    • Locked until you enrollThe OWASP Red Teaming Guide3 min
    • Locked until you enrollSetting Scope & Rules of Engagement2 min
    • Locked until you enrollRed Team vs Blue Team Dynamics2 min
    • Quiz: Module 1: Introduction to AI Red Teaming

  2. Setting Up Your Red Team Environment

    4 lessons · 12 min
    • Locked until you enrollRed Team Toolkit Overview3 min
    • Locked until you enrollInstalling DeepTeam3 min
    • Locked until you enrollWorking with Garak3 min
    • Locked until you enrollPyRIT for Advanced Testing3 min
    • Quiz: Module 2: Setting Up Your Red Team Environment

  3. Adversarial Attack Techniques

    4 lessons · 14 min
    • Locked until you enrollMulti-Turn Attack Strategies4 min
    • Locked until you enrollAutomated Jailbreak Discovery3 min
    • Locked until you enrollEvasion Techniques3 min
    • Locked until you enrollChain-of-Thought Exploitation4 min
    • Quiz: Module 3: Adversarial Attack Techniques

  4. Systematic Vulnerability Assessment

    4 lessons · 12 min
    • Locked until you enrollMapping to OWASP LLM Top 103 min
    • Locked until you enrollTesting RAG Systems3 min
    • Locked until you enrollAgent & Tool Vulnerabilities3 min
    • Locked until you enrollData Extraction Attacks3 min
    • Quiz: Module 4: Systematic Vulnerability Assessment

  5. Metrics, Reporting & Remediation

    4 lessons · 12 min
    • Locked until you enrollAttack Success Rate (ASR) Metrics3 min
    • Locked until you enrollWriting Red Team Reports3 min
    • Locked until you enrollRisk Scoring & Prioritization3 min
    • Locked until you enrollRemediation Recommendations3 min
    • Quiz: Module 5: Metrics, Reporting & Remediation

  6. Continuous Red Teaming & Next Steps

    4 lessons · 10 min
    • Locked until you enrollCI/CD Integration3 min
    • Locked until you enrollBuilding an Internal Red Team3 min
    • Locked until you enrollResponsible Disclosure2 min
    • Locked until you enrollNext Steps2 min
    • Quiz: Module 6: Continuous Red Teaming & Next Steps