Atlas › 07 Security Testing for AI Apps › Building a Comprehensive AI Security Testing Program☰ Read as one page
Building a Comprehensive AI Security Testing Program
11.1The Layered Security ModelA complete AI security testing strategy operates in four layers, each catching different types of vulnerabilities at different stages of…11.2Security Test Metrics DashboardTrack these metrics to measure the effectiveness of your security testing program:11.3Building the Program: A Phased ApproachGoal: Establish automated security gates in CI.11.4Red Team Exercises for AIAI red teaming is human adversarial testing where skilled testers attempt to break the AI system using creative, unscripted attacks. Unlike…11.5Measuring Security Program MaturityMost organizations should target Level 3 within 6 months and Level 4 within 12 months.11.6Budget and Staffing11.7Key Takeaways- The OWASP Top 10 for LLM Applications is the essential framework for AI security testing -- know all ten items and have automated tests…