Select Me! When You Need a Tool: A Black-box Text Attack on Tool Selection
Authors: Liuji Chen, Hao Gao, Jinghao Zhang, Qiang Liu, Shu Wu, Liang Wang | Published: 2025-04-07
敵対的サンプル
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks
Authors: Junying Wang, Hongyuan Zhang, Yuan Yuan | Published: 2025-03-11
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
Authors: Yannis Montreuil, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi | Published: 2025-02-03
Differentiable Adversarial Attacks for Marked Temporal Point Processes
Authors: Pritish Chakraborty, Vinayak Gupta, Rahul R, Srikanta J. Bedathur, Abir De | Published: 2025-01-17
CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers
Authors: Matan Ben-Tov, Daniel Deutch, Nave Frost, Mahmood Sharif | Published: 2025-01-17
Image-based Multimodal Models as Intruders: Transferable Multimodal Attacks on Video-based MLLMs
Authors: Linhao Huang, Xue Jiang, Zhiqiang Wang, Wentao Mo, Xi Xiao, Bo Han, Yongjie Yin, Feng Zheng | Published: 2025-01-02 | Updated: 2025-01-10
Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness
Authors: Olukorede Fakorede, Modeste Atsague, Jin Tian | Published: 2024-12-27
Adversarially robust generalization theory via Jacobian regularization for deep neural networks
Authors: Dongya Wu, Xin Li | Published: 2024-12-17
CausAdv: A Causal-based Framework for Detecting Adversarial Examples
Authors: Hichem Debbi | Published: 2024-10-29
Integrating uncertainty quantification into randomized smoothing based robustness guarantees
Authors: Sina Däubener, Kira Maag, David Krueger, Asja Fischer | Published: 2024-10-27