AI/ML Penetration Testing
AI/ML Penetration Testing
AI and Large Language Models (LLMs) are transformative technologies with the potential to revolutionize industries, but they also introduce significant vulnerabilities and new attack vectors. Early evaluations by cybersecurity experts highlight that many AI systems, including LLMs, are prone to high-severity exploits such as prompt injection attacks, data leaks, and adversarial manipulations. These vulnerabilities can result in unauthorized access, misinformation, and the exposure of sensitive data, eroding trust in the technology. Mitigating these risks demands a proactive strategy that incorporates rigorous security testing, robust safeguards, and ethical oversight to ensure the secure and responsible use of AI.
Why AI/ML Penetration Testing?
- Many Compliance regulations demand regular Penetration Testing
- Customers and partners may require proof of regular pen testing
- What if a competitor or hacker would steal your digital assets?
- What legal consequences would a security breach have for you?
- What would be the financial implications if your systems or applications are taken down?
- What reputational damage would a breach pose to your business?
- Proactive security investment instead of reactive repair costs
- Automated scanners cannot find many modern vulnerabilities such as IDORs and business logic flaws
Service Description
This service evaluates your AI and LLM systems, including APIs and backend database storage, for coding and implementation flaws. It also addresses technical issues outlined in the OWASP Top 10 LLM framework. The process includes actively exploiting vulnerabilities to demonstrate potential data leakage, unauthorized access to applications, underlying database services, APIs (such as RESTful and GraphQL), and the hosting environment.
Tests performed
Our testing methodologies align with the OWASP Top 10 LLM framework. This includes assessing for vulnerabilities such as direct and indirect prompt injection, insecure output handling, training data poisoning, model denial of service, supply chain weaknesses, sensitive information disclosure, insecure plugin design, excessive agency, overreliance, and model theft.
Deliverables
- Full report (Executive summary and in-depth technical report)
- Mitigation Advice on encountered vulnerabilities
- Instant notification of critical vulnerabilities found during testing phase
- Secure report delivery by encrypted email
Flexible Options
- Black-box (from an attacker’s perspective without credentials)
- Grey-box (from a malicious user’s perspective with user credentials)
- White-box (with full admin credentials and access to source code)
- External testing (Internet facing) or internal testing via VPN
- Packages for recurring and continuous testing available
- Impact minimization by protection from malicious exploits or DDoS tests
- Fine grained scoping and testing only during agreed schedule
Why Us?
- Real Pen Testing - not automated scanning!
- Expert Penetration Testers with 10+ years of ethical hacking experience
- Leveraging Bug Bounty experience in our Penetration Tests
- Penetration Testers certified to highest levels such as OSCE, OSCP, OSWE, GIAC, Burp, SecOps
- Experience across all industry and government sectors
- We are an independent third party concerned with finding & fixing flaws
- No conflict of interest. We are not embedded with HW/SW vendors