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most citedProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations

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cs.LG2025

A Granular Study of Safety Pretraining under Model Abliteration

Shashank Agnihotri, Jonas Jakubassa, Priyam Dey +4

Open-weight LLMs can be modified at inference time with simple activation edits, which raises a practical question for safety: do common safety interventions like refusal training…