"code generation safety" Papers

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ProSec: Fortifying Code LLMs with Proactive Security Alignment

Xiangzhe Xu, Zian Su, Jinyao Guo et al.

ICML 2025arXiv:2411.12882
13
citations

PurpCode: Reasoning for Safer Code Generation

Jiawei Liu, Nirav Diwan, Zhe Wang et al.

NEURIPS 2025arXiv:2507.19060
8
citations

AI Control: Improving Safety Despite Intentional Subversion

Ryan Greenblatt, Buck Shlegeris, Kshitij Sachan et al.

ICML 2024arXiv:2312.06942
110
citations