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Improving adversarial attacks on deep neural networks via constricted gradient-based perturbations Journal article
Information Sciences, 2021,Volume: 571,Page: 104-132
Authors:  Xiao, Yatie;  Pun, Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/12/08
Adversary  Constricted Strategy  Deep Neural Networks  Perturbations  
Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation Journal article
Pattern Recognition, 2021,Volume: 115
Authors:  Xiao, Yatie;  Pun, Chi Man;  Liu, Bo
Favorite |  | TC[WOS]:8 TC[Scopus]:10 | Submit date:2021/12/08
Adaptive Object-oriented Perturbation  Adversarial Attack  Object Detection  
Adversarial example generation with adaptive gradient search for single and ensemble deep neural network Journal article
Information Sciences, 2020,Volume: 528,Page: 147-167
Authors:  Xiao,Yatie;  Pun,Chi Man;  Liu,Bo
Favorite |  | TC[WOS]:12 TC[Scopus]:14 | Submit date:2021/03/11
Adaptive Gradient  Adversarial Attack  Deep Neural Networks  Perturbation  
Crafting adversarial example with adaptive root mean square gradient on deep neural networks Journal article
Neurocomputing, 2020,Volume: 389,Page: 179-195
Authors:  Xiao,Yatie;  Pun,Chi Man;  Liu,Bo
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Adversarial Example  Adaptive Gradient  Root Mean Square  Perturbation  
Generating Adversarial Perturbation with Root Mean Square Gradient Conference paper
Proceedings of AAAI Workshops, 2019., Honolulu, Hawaii, USA, 2019-1-28
Authors:  Xiao, Yatie;  Pun, Chi-Man;  Zhou, Jiezhe
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/05/21