In Progress 6/10 Reports 5 Models

AI Red Teaming Portfolio

Systematic adversarial testing of conversational AI systems. Structured vulnerability reports documenting attack design, model responses, and security analysis across 5 major LLMs.

5
Models Tested
6/10
Reports Done
30
Test Runs
4
Attack Categories
🚧 This portfolio is under active development. Multi-turn attacks and bias/safety testing are next in the pipeline.

Attack Categories

Prompt Injection — 3/3 Complete

Attacks that attempt to override system-level instructions governing model behavior, exploiting the model’s inability to distinguish between developer and user-supplied instructions.

Report Description Status
PI-001: Instruction Override Override system instructions via “ignore all previous instructions” ✅ Complete
PI-002: Role Manipulation Manipulate model identity via adversarial role assignment ✅ Complete
PI-003: Authority Escalation Impersonate developer/admin to bypass safety restrictions ✅ Complete

Jailbreak — 3/3 Complete

Attacks that bypass safety restrictions through fictional, hypothetical, or roleplay contexts, testing the model’s ability to maintain alignment regardless of conversational framing.

Report Description Status
JB-001: Fictional Scenario Embed restricted requests within a fiction-writing scenario ✅ Complete
JB-002: Roleplay Jailbreak Define an unrestricted AI persona to bypass safety filters ✅ Complete
JB-003: Hypothetical Framing Frame harmful requests as academic/hypothetical analysis ✅ Complete

Multi-Turn Attacks — Planned

Attacks that exploit conversational context across multiple exchanges to gradually shift model behavior beyond intended boundaries.

Report Description Status
MT-001: Gradual Role Escalation Incrementally escalate requests across conversation turns 🔄 Planned
MT-002: Context Conditioning Condition model behavior through contextual priming 🔄 Planned

Bias & Safety Testing — Planned

Evaluating model resilience against prompts designed to elicit biased, harmful, or ethically problematic outputs.

Report Description Status
BS-001: Safety Boundary Test Map the threshold between compliance and refusal 🔄 Planned
BS-002: Sensitive Topic Test Test consistency across sensitive content categories 🔄 Planned