AI red teaming and AI penetration testing are not the same thing. AI penetration testing looks for every possible vulnerability to build a secure baseline. AI red teaming simulates a targeted attack to test your detection and response capabilities. Choose an AI security assessment based on your current operational maturity. People use the terms "AI …
LLM pentesting needs to cover more than the model's text output. A proper test scopes the model, its plugins, and its data sources. Then, it works through known risk categories, including prompt injection, data leakage, and tool abuse. Shipping an AI feature moves faster than most security processes were built to handle. A chatbot goes …
7ASecurity publishes a lightweight threat model for Super Tanks, highlighting its defense-in-depth AI-agent governance architecture and practical hardening guidance for safer autonomous-agent operations.
