Adaptive AI Security System Cuts LLM Attacks By 87%
Meet Gandalf the Red, an adaptive security system for Large Language Models (LLMs) that cuts attacks by 87% while maintaining functionality. It's like a smart bouncer, balancing safety & utility.
This is a Plain English Papers summary of a research paper called Adaptive AI Security System Cuts LLM Attacks by 87% While Maintaining Functionality. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Introduces Gandalf the Red, an adaptive security system for Large Language Models (LLMs) Balances security and utility through dynamic assessment Uses red-teaming techniques to identify and prevent adversarial prompts Employs multi-layer defenses and continuous adaptation Focuses on maintaining model functionality while enhancing protect...