An Empirical Study on the Security Vulnerabilities of GPTs

Equipped with various tools and knowledge, GPTs, one kind of customized AI agents based on OpenAI's large language models, have illustrated great potential in many fields, such as writing, research, and programming. Today, the number of GPTs has reached three millions, with the range of specific...

On Generative AI Security

Microsoft's AI Red Team just published "Lessons from Red Teaming 100 Generative AI Products." Their blog post lists "three takeaways," but the eight lessons in the report itself are more useful: 1. Understand what the system can do and where it is applied. 2. You don't have to compute gradients t...