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科研机构
自动化研究所 [5]
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期刊论文 [5]
发表日期
2022 [5]
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ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks
期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:
Shi, Jiahui
;
Li, Linjing
;
Zeng, Daniel
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浏览/下载:15/0
  |  
提交时间:2022/11/14
Adversarial example
Adversarial training
Model robustness
Contrastive learning
Natural language processing
Decision-based adversarial attack with frequency mixup
期刊论文
IEEE Trans. Information Forensics and Security (TIFS), 2022, 期号: 17, 页码: 1038-1052
作者:
Xiu-Chuan Li
;
Xu-Yao Zhang
;
Fei Yin
;
Cheng-Lin Liu
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  |  
浏览/下载:21/0
  |  
提交时间:2022/04/07
Decision-based attack , detection , frequency domain
Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471
作者:
Kai-Yuan Liu
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浏览/下载:8/0
  |  
提交时间:2022/09/30
Brain-inspired learning
autoencoder
robustness
adversarial attack
generative model
Towards Interpretable Defense Against Adversarial Attacks via Causal Inference
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 209-226
作者:
Min Ren
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浏览/下载:5/0
  |  
提交时间:2022/06/17
Adversarial sample
adversarial defense
causal inference
interpretable machine learning
transformers
Perturbation Inactivation Based Adversarial Defense for Face Recognition
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:
Ren, Min
;
Zhu, Yuhao
;
Wang, Yunlong
;
Sun, Zhenan
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浏览/下载:8/0
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提交时间:2022/11/14
Face recognition
Perturbation methods
Robustness
Immune system
Principal component analysis
Deep learning
Training
Adversarial machine learning
deep learning
graph neural network
face recognition
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