Last updated: 7 November 2026. Facts are vendor claims checked on that date; nothing was tested independently.

Trail of Bits

Suited to buyers who need supply-chain and infrastructure depth as well as prompt-level testing.

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What it tests

Claimed on the vendor's own pages. Nothing here was tested independently.

• Prompt injection
• Data leakage
• Agent / tool abuse
• Model supply chain
• Training data and model IP leakage
• Provenance, serialization and hardware

Framework mappings

None named on the pages opened. None named.

Offering

• Covers data and pipelines, model artifacts, serialization, hardware and agents.
• The services page lists public assessments, including SafeTensors and YOLOv7.

Pricing

Not public. Not public. Free tier: none stated. See what AI red teaming costs.

Ownership history

Ownership was not stated on the pages opened for this research.

Alternatives

Three vendors with a similar offering type and overlapping coverage. Chosen by category and claimed coverage, then alphabetically; no ranking is implied.

• Bishop Fox

  Managed service Not stated

  An offensive-security consultancy with explicit OWASP (LLM, ML, Agentic) and MITRE ATLAS coverage.

• Bugcrowd

  Managed service Not stated

  Crowdsourced AI testing that sits alongside its bug bounty and vulnerability disclosure programs.

• HackerOne

  Managed service Not stated

  Human-led, crowdsourced adversarial testing on a fixed timeline.