AI Systems Vulnerability Assessment and Penetration Testing

Using advanced OWASP and MITRE methodologies, we identify and assess security vulnerabilities specific to AI systems including LLMs, chatbots, AI agents, and ML pipelines.

Why AI Security Matters?

AI systems introduce unique security risks that require specialized testing approaches

Emerging Attack Vectors

AI systems introduce unique vulnerabilities like prompt injection, jailbreaking, and model extraction that traditional security testing cannot detect.

Data Leakage Risks

LLMs can inadvertently expose sensitive training data, customer information, or proprietary business logic through carefully crafted queries.

Excessive Agency

AI agents with access to external systems can be manipulated to perform unauthorized actions, access restricted resources, or escalate privileges.

Supply Chain Vulnerabilities

Pre-trained models, third-party plugins, and external data sources can introduce backdoors, poisoned data, or malicious behaviors into your AI systems.

What Do We Test?

Comprehensive coverage of all AI system security aspects

LLM Models
  • Prompt Injection
  • Jailbreak Attacks
  • Model Extraction
  • Training Data Leakage
  • System Prompt Disclosure
Chatbots & AI Applications
  • Malicious Inputs
  • Filter Bypasses
  • Harmful Content Generation
  • Information Disclosure
  • Social Engineering Attacks
AI Agents & Workflows
  • Unauthorized Action Execution
  • Restricted Resource Access
  • Privilege Escalation
  • Tool Call Chaining
  • SSRF via AI Agents
ML Pipelines
  • Data Poisoning
  • Adversarial Attacks
  • Model Inversion
  • Membership Inference
  • ML Infrastructure Security

Our Process

Our structured approach to AI systems security assessment

1
AI System Discovery

We map your AI architecture including models, APIs, data flows, integrations, and access controls to understand the attack surface.

2
Threat Modeling

Using MITRE ATLAS and OWASP frameworks, we identify AI-specific threats relevant to your use case and prioritize testing scenarios.

3
Security Assessment

We execute comprehensive tests including prompt injection, jailbreaking, data extraction, adversarial inputs, and agent manipulation attacks.

4
Remediation Guidance

We provide detailed findings with severity ratings, proof-of-concept exploits, and actionable remediation recommendations specific to AI systems.

Frequently Asked Questions

What types of AI systems do you test?
What methodologies do you use for AI security testing?
How do you test for prompt injection vulnerabilities?
What is the typical timeline for AI security assessment?
Is Your AI System Secure?
Contact our expert team for comprehensive AI systems security assessment