Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks
Authors: Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, Pedram Zaree, Yue Dong, Nael Abu-Ghazaleh | Published: 2023-10-16
Adversarial Training
Regularization properties of adversarially-trained linear regression
Authors: Antônio H. Ribeiro, Dave Zachariah, Francis Bach, Thomas B. Schön | Published: 2023-10-16
How Robust is Google’s Bard to Adversarial Image Attacks?
Authors: Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu | Published: 2023-09-21 | Updated: 2023-10-14
Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review
Authors: Zhenyong Zhang, Mengxiang Liu, Mingyang Sun, Ruilong Deng, Peng Cheng, Dusit Niyato, Mo-Yuen Chow, Jiming Chen | Published: 2023-08-30 | Updated: 2023-12-25
Adaptive Attack Detection in Text Classification: Leveraging Space Exploration Features for Text Sentiment Classification
Authors: Atefeh Mahdavi, Neda Keivandarian, Marco Carvalho | Published: 2023-08-29
SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection
Authors: João Vitorino, Isabel Praça, Eva Maia | Published: 2023-08-13
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
Authors: Ezgi Korkmaz, Jonah Brown-Cohen | Published: 2023-06-09
Isometric 3D Adversarial Examples in the Physical World
Authors: Yibo Miao, Yinpeng Dong, Jun Zhu, Xiao-Shan Gao | Published: 2022-10-27
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants
Authors: James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen | Published: 2022-10-25
A White-Box Adversarial Attack Against a Digital Twin
Authors: Wilson Patterson, Ivan Fernandez, Subash Neupane, Milan Parmar, Sudip Mittal, Shahram Rahimi | Published: 2022-10-25