ICCV 2025 "adversarial robustness" Papers

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Adversarial Robustness of Discriminative Self-Supervised Learning in Vision

Ömer Veysel Çağatan, Ömer TAL, M. Emre Gursoy

ICCV 2025posterarXiv:2503.06361

AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs

Sanjoy Chowdhury, Sayan Nag, Subhrajyoti Dasgupta et al.

ICCV 2025posterarXiv:2501.02135
9
citations

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability

Zhenghao He, Sanchit Sinha, Guangzhi Xiong et al.

ICCV 2025posterarXiv:2508.21197

MUNBa: Machine Unlearning via Nash Bargaining

Jing Wu, Mehrtash Harandi

ICCV 2025posterarXiv:2411.15537
7
citations

NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations

Junjie Nan, Jianing Li, Wei Chen et al.

ICCV 2025posterarXiv:2510.14025

On the Robustness Tradeoff in Fine-Tuning

Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley et al.

ICCV 2025posterarXiv:2503.14836
1
citations

Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

Kejia Zhang, Juanjuan Weng, Zhiming Luo et al.

ICCV 2025posterarXiv:2408.06079
2
citations

Your Text Encoder Can Be An Object-Level Watermarking Controller

Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani et al.

ICCV 2025posterarXiv:2503.11945