ICLR 2025 "adversarial attacks" Papers

6 papers found

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Confidence Elicitation: A New Attack Vector for Large Language Models

Brian Formento, Chuan Sheng Foo, See-Kiong Ng

ICLR 2025posterarXiv:2502.04643
2
citations

GSBA$^K$: $top$-$K$ Geometric Score-based Black-box Attack

Md Farhamdur Reza, Richeng Jin, Tianfu Wu et al.

ICLR 2025posterarXiv:2503.12827
2
citations

Jailbreaking as a Reward Misspecification Problem

Zhihui Xie, Jiahui Gao, Lei Li et al.

ICLR 2025posterarXiv:2406.14393
9
citations

Robust LLM safeguarding via refusal feature adversarial training

Lei Yu, Virginie Do, Karen Hambardzumyan et al.

ICLR 2025posterarXiv:2409.20089

Towards Certification of Uncertainty Calibration under Adversarial Attacks

Cornelius Emde, Francesco Pinto, Thomas Lukasiewicz et al.

ICLR 2025posterarXiv:2405.13922
2
citations

Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective

Yiming Liu, Kezhao Liu, Yao Xiao et al.

ICLR 2025posterarXiv:2404.14309
6
citations