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Agentic safety triggers aren't textual safety triggers — MCP attacks that beat SOTA guardrails more than half the time (code + dataset) [R]

Reddit r/MachineLearning · 2026-07-08

This research demonstrates that text-based safety guardrails fail to detect attacks on LLM agents with tool access, as attacks are embedded in tool-call sequences rather than text, achieving a high bypass rate against state-of-the-art defenses.

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