Trail of Bits
Trail of Bits · trailofbits.com · Last checked:
- Security assessment firm
- AI/ML security and model capabilities evaluation
Company status
Active.
Sources 1, 2 · checked 2026-11-08
Capabilities
- Model capabilities evaluation: benchmarking first- and third-party models' offensive and defensive cyber abilities, plus AI red teaming
- AI risk assessment: threat modeling, operational design domain analysis, risk framework evaluation
- ML-Ops and pipeline assessment (frameworks, CI/CD, data provenance, GPU and hardware stack)
- Deliverables: written report with severity and exploit scenarios, runnable proofs of concept, evaluation and red-team harnesses, fix retesting
Sources 1, 2 · checked 2026-11-08
Who it tends to fit
- Teams needing a security audit of ML pipelines, agents, or inference infrastructure
- Model developers wanting third-party cyber capability evaluation
Sources 1, 2 · checked 2026-11-08
Pricing
Contact vendor
Sources 1, 2 · checked 2026-11-08
Published certifications
None found / not verified. This is not a finding that Trail of Bits lacks certifications; ask the vendor for documentation.
No security certification found on the AI/ML services page on 2026-11-08.
Listed as stated by the vendor. Scope can differ by product or subsidiary; request current reports.
Sources 1, 2 · checked 2026-11-08
Limitations to check
- No public pricing
- Security-engineering focus; not a provider of domain-expert grading or preference evaluation
- States generalizable findings are published openly; agree disclosure terms up front
Sources 1, 2 · checked 2026-11-08
Sources
- AI/ML services page: model capabilities evaluation, AI risk assessment, ML-Ops and pipeline assessment, training; five-stage methodology; report, PoCs, harnesses, retesting; public engagements listedwww.trailofbits.com/services/ai-ml/Checked 2026-11-08
- Homepage lists AI/ML Security among serviceswww.trailofbits.com/Checked 2026-11-08
Report a correction: [email protected]. Facts are re-checked at least every 90 days.