Lessons From Red Teaming 100 Generative AI Products

Affiliate Ram Shankar Siva Kumar and coauthors suggest ways that Microsoft and other tech giants can mitigate the security risks inherent in emerging AI technologies. "The work of building safe and secure AI systems will never be complete. But by raising the cost of attacks, we believe that the prompt injections of today will eventually become the buffer overflows of the early 2000s – though not eliminated entirely, now largely mitigated through defense-in-depth measures and secure-first design."

Read the full manuscript from arXiv.