AI security Archives - 7ASecurity Blog https://7asecurity.com/blog/ 7ASecurity Blog With Cybersecurity Tips and Tools Fri, 11 Sep 2026 08:01:41 +0000 en-US hourly 1 https://7asecurity.com/blog/contents/uploads/2019/06/favicon.ico AI security Archives - 7ASecurity Blog https://7asecurity.com/blog/ 32 32 How to Choose Between AI Red Teaming and an AI Security Assessment https://7asecurity.com/blog/2026/09/ai-red-teaming-vs-ai-penetration-testing/ Fri, 11 Sep 2026 08:01:38 +0000 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 …

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]]> LLM Pentesting Checklist: Prompt Injection, Data Leakage, and Tool Abuse https://7asecurity.com/blog/2026/08/llm-pentesting-checklist/ Fri, 21 Aug 2026 06:19:44 +0000 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 …

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]]> Super Tanks lightweight threat model by 7ASecurity https://7asecurity.com/blog/2026/07/super-tanks-lightweight-threat-model-7asecurity/ Fri, 03 Jul 2026 11:23:34 +0000 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.

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