tool-use
1 live · 2 on record · last incident 1 day ago
Live1
- liveManipulating Abstention in Tool-Using AI Agents via Fabricated Warnings
Research · since 13 Nov 2026
Researchers studied warning-induced over-abstention, an availability attack where fabricated risk warnings are placed in low-trust content to prevent tool-using AI agents from completing legitimate tasks. They proposed a Verify-Before-Abstain protocol to mitigate the vulnerability.
AI
Earlier1
- closedOpenClaw Authorization-Grounded Workflow Attacks on Tool-Using Agents
Research · since 19 Oct 2026
AI