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BRANCH bypassed 6 AI guardrail systems in all 120 tests

The authors write that its attacks also succeeded on 29 guardrails that it had not seen.

Claimed, not confirmed

Researchers propose BRANCH, a method to bypass guardrail systems that use many scanners to find malicious instructions. The authors write that it gave a 100% attack success rate on 6 guardrail systems in 120 tests. The number of queries was 72% less and the time was 4.5 times less than for known methods. The attacks also succeeded on 29 guardrails that it had not seen, 8 of them commercial black-box guardrails.

Sources

  1. BRANCH: Bypassing Multi-Scanner AI Guardrailsarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·9 OCT2026

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