"adaptive attacks" Papers

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ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification

Xiao Li, Wenxuan Sun, Huanran Chen et al.

ICLR 2025arXiv:2408.00315
25
citations

Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks

Maksym Andriushchenko, francesco croce, Nicolas Flammarion

ICLR 2025arXiv:2404.02151
401
citations

Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights

Junhao Zheng, Jiahao Sun, Chenhao Lin et al.

ICCV 2025arXiv:2508.00649
1
citations

Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning

Zhiyuan He, Yijun Yang, Pin-Yu Chen et al.

ICML 2024arXiv:2209.00005
10
citations

IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency

Linshan Hou, Ruili Feng, Zhongyun Hua et al.

ICML 2024arXiv:2405.09786
41
citations

Interpretability-Guided Test-Time Adversarial Defense

Akshay Ravindra Kulkarni, Tsui-Wei Weng

ECCV 2024arXiv:2409.15190
3
citations

Robust Classification via a Single Diffusion Model

Huanran Chen, Yinpeng Dong, Zhengyi Wang et al.

ICML 2024arXiv:2305.15241
84
citations