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AI / ML

AI / ML Penetration Testing

AI systems introduce an attack surface that traditional testing does not cover. We assess LLM-powered applications and ML pipelines for prompt injection, jailbreaks, data leakage, and model abuse, validating your AI security before attackers or your customers do.

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What we test

  • Prompt injection and jailbreak testing against production guardrails
  • System prompt and sensitive data extraction attempts
  • RAG pipeline testing: poisoning, retrieval abuse, and data exposure
  • Agent and tool-use abuse (excessive agency, unsafe actions)
  • Alignment of controls with the OWASP Top 10 for LLM Applications

What you receive

  • Executive summary of AI-specific risk
  • Documented jailbreaks and injection paths with reproduction steps
  • Guardrail and filter bypass analysis
  • Hardening guidance for prompts, tooling, and pipelines
  • Complimentary retest of remediated findings

Ready to test your defenses?

Talk to our team about scoping ai / ml penetration testing for your environment.

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