Penetration Testing · AI/ML

Penetration Testing for AI/ML

AI products carry the usual web, API, and cloud attack surface plus a model layer that takes instructions from attacker-controlled text. We test both, in one engagement.

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Why AI/ML companies need Penetration Testing

  • AI companies still have a conventional attack surface: the application, the APIs, the cloud, and the authentication around them all need testing.
  • The model layer adds attack paths conventional testing never covered. Prompt injection is the number-one risk in the OWASP Top 10 for LLM Applications.
  • RAG systems can leak their source data through the model, and agents can be manipulated into unintended tool calls.
  • Enterprise buyers increasingly send AI-specific security questions that a generic pentest report does not answer.

More context on this sector on our AI/ML industry page.

What our Penetration Testing engagement covers

Tailored to AI/ML, delivered by a Toronto security and compliance team led by a published CVE researcher, with our offensive-security partner where offensive testing is involved.

  • Prompt-injection testing (direct, indirect, multi-turn, tool-call abuse) mapped to the OWASP LLM Top 10
  • RAG and data-layer leakage testing, plus agent tool-call abuse
  • Scoping against your real threat model and attack surface
  • Web application testing (OWASP Top 10, authentication, business logic)
  • External / internal network and cloud configuration testing
  • Prioritized remediation report and a free retest of critical findings

See the full Penetration Testing service page, or productized pricing for fixed-scope engagements.

Related pages

Penetration Testing for AI/ML: common questions

How is this different from your AI security assessment?

They overlap. This pentest starts from your application, API, and cloud surface and adds the model layer on top. The AI security assessment starts at the model, RAG, and agent layer and goes deeper there. If AI is the whole product, most teams want the assessment. We tell you which one your situation calls for.

Can you test an app built on a third-party model?

Yes. The risks live in how your application wires up prompts, data, and tools around the model, not just in the model itself, so the surface we test is yours regardless of who trained the model.

Who performs the testing?

traztech scopes the engagement against your threat model; testing is co-delivered with our offensive-security partner, and critical findings get a free retest.

Penetration Testing for AI/ML, on your timeline

Book a free 30-minute discovery call. We will tell you whether this engagement fits, what it would cost, and when we could start.

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