pres_security_benchmarking_llm/pages/red-teaming-methodologies.md

Red Teaming Methodology

Generating Adversarial Attacks

• Creating inputs to elicit unsafe responses
• Baseline attack generation strategies
• Attack enhancement techniques

Evaluating Target LLM Responses

• Response generation analysis
• Vulnerability-specific metrics
• Feedback-based improvement

Key Insight: Red teaming simulates real-world adversarial scenarios to find vulnerabilities before deployment, enabling preemptive security measures.