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FloatDoor: Platform triggered Backdoors in LLMs

FloatDoor introduces a platform-triggered backdoor that activates adversarial LLM outputs on target hardware via floating-point divergence, leaving audit-time behavior benign.

Nils Loose, Jonas Sander, Felix Mächtle, Thomas Eisenbarth

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 2/5