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TopicsLLM Safety Training Adversarial robustness

Longer simulated fine-tuning attacks in TAR training increase resistance to longer test-time fine-tuning attacks.

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https://arxiv.org/pdf/2408.00761 Untraced · nothing upstream recorded

In particular, larger values of K result in increased tamper-resistance for longer SFT attacks.

https://arxiv.org/pdf/2408.00761extraction 0.75

Appendix C.3 and D.3; K is the length of simulated fine-tuning attacks during TAR training (64 used).

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