Machine Learning · Computer Science
Global Adversarial Attacks for Assessing Deep Learning Robustness
Hanbin Hu, Mit Shah, Jianhua Z. Huang, Peng Li
2019-06-20
Machine Learning · Computer Science
Combating Adversaries with Anti-Adversaries
Motasem Alfarra, Juan C. Pérez, Ali Thabet, Adel Bibi +2
2021-12-17
Machine Learning · Computer Science
Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks
Bo Luo, Yannan Liu, Lingxiao Wei, Qiang Xu
2018-01-16
Machine Learning · Statistics
Towards Deep Learning Models Resistant to Adversarial Attacks
Aleksander Madry, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras +1
2019-09-06
Cryptography and Security · Computer Science
Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques
Han Qiu, Yi Zeng, Qinkai Zheng, Tianwei Zhang +2
2020-05-29
Computer Vision and Pattern Recognition · Computer Science
Dynamics-aware Adversarial Attack of Adaptive Neural Networks
An Tao, Yueqi Duan, Yingqi Wang, Jiwen Lu +1
2024-01-12
Machine Learning · Computer Science
Adversarial Attacks and Defences: A Survey
Anirban Chakraborty, Manaar Alam, Vishal Dey, Anupam Chattopadhyay +1
2018-10-02
Computer Vision and Pattern Recognition · Computer Science
Adversarial Attack via Dual-Stage Network Erosion
Yexin Duan, Junhua Zou, Xingyu Zhou, Wu Zhang +2
2022-01-04
Machine Learning · Computer Science
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey
Yulong Wang, Tong Sun, Shenghong Li, Xin Yuan +3
2023-03-14
Cryptography and Security · Computer Science
Adversarial Training for Deep Learning-based Intrusion Detection Systems
Islam Debicha, Thibault Debatty, Jean-Michel Dricot, Wim Mees
2021-04-21
Machine Learning · Computer Science
Adversarial Examples: Attacks and Defenses for Deep Learning
Xiaoyong Yuan, Pan He, Qile Zhu, Xiaolin Li
2018-07-10
Social and Information Networks · Computer Science
Can Adversarial Network Attack be Defended?
Jinyin Chen, Yangyang Wu, Xiang Lin, Qi Xuan
2019-03-15
Computer Vision and Pattern Recognition · Computer Science
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses
Joana C. Costa, Tiago Roxo, Hugo Proença, Pedro R. M. Inácio
2024-04-30
Machine Learning · Computer Science
Gradient Adversarial Training of Neural Networks
Ayan Sinha, Zhao Chen, Vijay Badrinarayanan, Andrew Rabinovich
2018-06-22