NeurIPS 2025 "adversarial attacks" Papers
12 papers found
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
Xiaojun Jia, Sensen Gao, Simeng Qin et al.
NeurIPS 2025posterarXiv:2505.21494
12
citations
Adversary Aware Optimization for Robust Defense
Daniel Wesego, Pedram Rooshenas
NeurIPS 2025poster
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
DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
Yun Xing, Yue Cao, Nhat Chung et al.
NeurIPS 2025posterarXiv:2506.16690
Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
Steffen Schotthöfer, Lexie Yang, Stefan Schnake
NeurIPS 2025oralarXiv:2505.08022
6
citations
Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models
Hai Yan, Haijian Ma, Xiaowen Cai et al.
NeurIPS 2025poster
IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
Zheng CHEN, Yushi Feng, Jisheng Dang et al.
NeurIPS 2025posterarXiv:2502.15902
MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents
Lukas Aichberger, Alasdair Paren, Guohao Li et al.
NeurIPS 2025posterarXiv:2503.10809
10
citations
Non-Adaptive Adversarial Face Generation
Sunpill Kim, Seunghun Paik, Chanwoo Hwang et al.
NeurIPS 2025posterarXiv:2507.12107
1
citations
Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
Parvin Nazari, Bojian Hou, Davoud Ataee Tarzanagh et al.
NeurIPS 2025posterarXiv:2511.01126
Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
Zi Liang, Qingqing Ye, Xuan Liu et al.
NeurIPS 2025spotlight