The Target Agent Is Its Own Best Critic but a Poor Proposer: Self-Improved Red Teaming.

arXiv:2610.34965v1 Announce Type: cross Abstract: Automatic red teaming increasingly relies on large language models (LLMs) to iteratively diagnose failed attacks and propose improved adversarial prompts or injections. Although prior work strengthens this loop