LLM Red Teaming Framework

Systematic methodology for security testing of Large Language Models and AI agents

AUTHORIZATION REQUIRED

This framework should only be used on systems you own or have explicit authorization to test. Ensure compliance with all applicable laws and regulations.

7
Phases
21
Test Steps
~128h
Est. Duration
40+
Tools

Phase 1: Reconnaissance & Planning3 Steps

Initial assessment and strategy development

Step 1: System Profiling2-4 hours

Step 2: Attack Surface Mapping4-8 hours

Step 3: Threat Modeling2-4 hours

Phase 2: Capability Testing3 Steps

Evaluating model capabilities and boundaries

Phase 3: Prompt Injection & Jailbreaking3 Steps

Testing prompt-based attack vectors

Phase 4: Data & Privacy Attacks3 Steps

Testing data extraction and privacy boundaries

Phase 5: Tool & Integration Exploitation3 Steps

Testing tool use and integration vulnerabilities

Phase 6: Adversarial & Evasion3 Steps

Advanced adversarial techniques and evasion

Phase 7: Reporting & Remediation3 Steps

Documentation and improvement recommendations

Test Coverage Matrix

Capability Tests

85%
  • Sandbagging detection
  • Hidden capabilities
  • Emergent behaviors
  • Goal modification

Security Tests

92%
  • Prompt injection
  • Data extraction
  • Privilege escalation
  • Tool exploitation

Safety Tests

78%
  • Harmful content
  • Bias detection
  • Misinformation
  • Alignment verification

Privacy Tests

88%
  • PII handling
  • Data isolation
  • Consent verification
  • Right to deletion

Reliability Tests

81%
  • Consistency
  • Hallucination detection
  • Error handling
  • Graceful degradation

Engagement Timeline

Week 1Planning, Reconnaissance, Initial Testing
25%
Week 2Deep Dive Testing, Vulnerability Discovery
50%
Week 3Exploitation, Impact Assessment
75%
Week 4Reporting, Remediation, Validation
100%