Best 7 tools for AI Red Teaming in 2025 to detect AI vulnerabilities

Cross Session Leak is a data exfiltration vulnerability in multi-tenant AI systems where session data from one user can be leaked into another user's session because of failures to properly isolate context (e.g., misconfigured caches, shared memory, or improperly scoped session state); the article explains attack mechanics, demonstrates risk with a healthcare scenario that could expose sensitive patient data, and recommends technical detection and mitigation strategies to prevent such cross-session breaches.