Trail of Bits AI/ML Assurance

New York, United States

Security-first AI assurance combining threat modeling, red teaming, and safety research Trail of Bits launched its ML/AI assurance practice in 2023, bringing together safety and security methodologies to evaluate potential risks and determine necessary safety measures for AI-based systems. Services include MLOps pipeline assessments, AI risk assessments using operational design domains, model capability evaluations, AI red teaming, and security training. Trail of Bits has audited AI agents for clients including Perplexity and participated in DARPA's AI Cyber Challenge for automated vulnerability detection. **Notable work:** Launched ML/AI assurance practice in 2023; audited Perplexity Comet browser AI agent (discovered prompt injection techniques enabling Gmail data exfiltration); participated in DARPA AI Cyber Challenge; submitted response to OSTP National Priorities for AI RFI