restore-trusted-toolset-just-before-planning TEC-0176 · proposedRestore the trusted toolset just before planning
Save the user's original tool list and overwrite whatever toolset the agent can see with it immediately before the planning step, so plans can only reference user-approved tools.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Save the user's original tool list and overwrite whatever toolset the agent can see with it immediately before the planning step, so plans can only reference user-approved tools. Filed by the drafting stage from Universal Defenses for Tool-Integrated LLM Agents Against Adversarial Attacks (2609.16098) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Attack success rate and original task success rate on the ASB benchmark across four open 7-9B models and GPT-3.5/GPT-4/GPT-5, against no defense and against ASB's paraphrasing and delimiter defenses; ASR fell to 0 on several models under IPI, MP and backdoor, while OTSR fell for GPT models under IPI/MP/backdoor.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.