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TopicsModel Backdoor Attacks Large language models

With creation method fixed, simple and instruction-compatible backdoor behaviors are more robust to untargeted training.

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Advice for making robust-to-training model organisms Untraced · nothing upstream recorded

Holding the creation method fixed, behaviors vary in robustness. We don’t fully understand the pattern, but “simple” and instruction-compatible behaviors seem more robust.

Advice for making robust-to-training model organismsextraction 0.80

Main finding 4; Result 3 shows some backdoors resist even under LoRA while others stay fragile under FWFT.

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Created by extractor · Nov 11, 2026. Every judgment on this page is accompanied by a reasoning trace.