AI/ML Penetration Testing
A comprehensive approach to identifying and mitigating emerging AI attack patterns
Your Partner for Secure AI Ecosystems
Praetorian’s proprietary assessment methodology leverages industry-standard frameworks and in-house adversarial expertise to:
- Identify key risks linked to an organizations AI and ML use.
- Create both technical and process-based controls to solve these problems
- Test the effectiveness of security controls using our industry-leading offensive security team
- Establish a feedback loop between red team/ blue team operations for rapid iteration on security controls
Risk Management Approach to AI Threats
Praetorian’s Governance, Risk, and Compliance experts use the NIST AI Risk Management Framework and NIST Cybersecurity Framework to analyze the organization’s current state and identify gaps that pose critical threats
Develop AI-Specific Threat Models and Customized Security Controls
Our team assists in creating security controls and enhancing models to address critical vulnerabilities
Targeted Red Team Testing
Our team of experts use the MITRE ATLAS framework to assess the efficacy of security controls and recommended improvements
Build the Most Robust AI/ML Security Playbook
Enterprise-Level NIST CSF Assessment
AI-Specific NIST AI RMF Assessment
Why Choose Praetorian
Praetorian has assembled a cross-functional team of expert enterprise architects, ML research scientists, DevOps engineers, and red team operators. Following the Google Secure AI Framework, we have based our approach on the principle that a team with diverse skillsets can better identify issues, improve defenses, and emulate real- world scenarios.
Identify Supply Chain Risk from Third Party AI Products
Enhanced Security Posture
Strengthen your defenses against the latest advancements in AI, ensuring your organization remains resilient in the face of relentless attacks
Address Material Risks
Identify vulnerabilities and weaknesses within your AI systems, while tailoring solutions to address and mitigate the risks
Build Trust Through Compliance
Demonstrate compliance with industry standards such as NIST AI RMF and build trust among clients and partners
Ready to Discuss Your AI/ML Penetrating Testing Initiative?
Praetorian’s Offense Security Experts are Ready to Answer Your Questions