Measure how DSPy prompt optimization affects the prompt-injection robustness of agentic LLM programs, using AgentDojo's attack suite.

Benchmarking schema-valid false tool observations and defense baselines for tool-using LLM agents.

AgentDojo suite for daily-admin agent security evaluation with simulated dynamic tool workflows.

Personal research project — solo, unaffiliated. Inspect AI evaluation framework for LLM agent security: ASR, benign utility, and Transparency Rate across prompt injection, tool poisoning, and psych attacks.