Target-free Latent Safety Alignment
A target-free adversarial training framework that generates adversarial samples in an unsupervised manner that elicits diverse harmful behaviors in the target model, substantially mitigating behavioral narrowness and improving robustness to jailbreak attacks.
Luo-Yu Chen, Wei-Qi Wang, Chen-Han Zhang et al.
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