2025 Spotlight "adversarial attacks" Papers

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Bits Leaked per Query: Information-Theoretic Bounds for Adversarial Attacks on LLMs

Masahiro Kaneko, Timothy Baldwin

NeurIPS 2025spotlightarXiv:2510.17000

Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness

Longwei Wang, Ifrat Ikhtear Uddin, Prof. KC Santosh (PhD) et al.

NeurIPS 2025spotlightarXiv:2510.16171
2
citations

Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data

Zi Liang, Qingqing Ye, Xuan Liu et al.

NeurIPS 2025spotlight