Why Red Teams Play a Central Role in Helping Organizations Secure AI Systems

Abstract

In this paper, we dive deeper into SAIF to explore one critical capability that we deploy to support the SAIF framework: red teaming.

This includes three important areas:

  • 1. What red teaming is and why it is important
  • 2. What types of attacks red teams simulate
  • 3. Lessons we have learned that we can share with others

At Google, we believe that red teaming will play a decisive role in preparing every organization for attacks on AI systems and look forward to working together to help everyone utilize AI in a secure way


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