Veteran-Owned · Founder-Led · CREST AI Charter Founding Signatory
Remote & on-site testing nationwide · info@ghostops-security.com
Home / Services / AI & LLM
AI & LLM

AI & LLM Penetration Testing

Prompt injection, jailbreaks, data leakage and RAG poisoning in chatbots, copilots and AI features.

Scoped to your environmentFixed proposalFree retest within 6 monthsNamed operator
Scope this test →How pricing works
What is AI and LLM Penetration Testing? AI and LLM penetration testing is a manual, adversarial assessment of applications built on large language models. It tests the model's prompts, retrieval data, integrations and permissions for weaknesses such as prompt injection, sensitive-data disclosure and unsafe output handling.

What we test

  • Direct & indirect prompt injection
  • Jailbreaks and guardrail bypass
  • System prompt and secret extraction
  • RAG poisoning & cross-tenant retrieval
  • Unsafe output handling (XSS, SSRF, SQLi via LLM)
  • Cost & availability abuse

What you get

  • Named operator from kickoff to readout
  • Kill Chain Replay™ attack paths with evidence
  • Risk-rated findings and remediation guidance
  • Framework mapping for your auditor
  • Live readout call
  • Free retest of all findings within 6 months

AI & LLM Penetration Testing FAQ

How is AI pentesting different from an automated LLM scanner?

Scanners replay known payloads. We chain weaknesses — an injection that triggers a tool call that leaks data — and prove business impact with a replayable attack path.

Do you send our prompts or data to third-party AI services?

No. Our AI-assisted tooling runs on locally hosted inference in an air-gapped posture.

What do we receive at the end?

An executive summary, Kill Chain Replay™ attack paths, risk-rated findings mapped to the relevant frameworks, remediation guidance, a readout call and a free retest of every reported finding within 6 months.

Related testing

Find the chain before someone else does.

Free 15-minute attack-surface review — or email info@ghostops-security.com. No access needed, no obligation.

Book your free review →Email us