Breaking Guardrails, Facing Walls: Insights on Adversarial AI for Defenders & Researchers

Published 14 Oct 2025 in cs.CR and cs.AI | (2510.16005v1)

Abstract: Analyzing 500 CTF participants, this paper shows that while participants readily bypassed simple AI guardrails using common techniques, layered multi-step defenses still posed significant challenges, offering concrete insights for building safer AI systems.

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