As organizations adopt artificial intelligence and large language models (LLMs) in business-critical applications, new security risks emerge that traditional penetration testing cannot fully address. Pentraze provides specialized AI and LLM penetration testing to identify and mitigate vulnerabilities unique to AI-powered systems.
Our AI Security Services
AI & LLM Penetration Testing
Offensive security assessments targeting AI-specific attack vectors such as prompt injection, system prompt leakage, model manipulation, and unauthorized data disclosure.
AI API & Integration Security
Security testing of model APIs and integration points, including authentication, authorization, rate limiting, and data exposure risks.
Insecure Output & Business Logic Abuse
Identification of vulnerabilities arising from unsafe handling of AI-generated outputs, including injection attacks and abuse of automated workflows.
Model & Data Security Assessment
Evaluation of risks related to model inversion, model theft, and exposure of sensitive training data or proprietary behavior.
Adversarial AI Testing
Testing of AI systems against adversarial inputs designed to manipulate model behavior or bypass security controls.
AI Supply Chain & Dependency Risk
Assessment of risks associated with third-party models, AI-as-a-Service platforms, and external AI dependencies.
AI Resource Exhaustion & Abuse
Identification of weaknesses that could enable denial-of-service conditions or uncontrolled cost escalation through abusive AI requests.