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Adaptive Adversarial Logits Pairing
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 16
作者:
Wu, Shangxi
;
Sang, Jitao
;
Xu, Kaiyan
;
Zheng, Guanhua
;
Xu, Changsheng
收藏
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浏览/下载:2/0
  |  
提交时间:2023/12/21
Adversarial defense
adaptive
dropout
Effective and Robust Detection of Adversarial Examples via Benford-Fourier Coefficients
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 666-682
作者:
Cheng-Cheng Ma
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浏览/下载:0/0
  |  
提交时间:2023/09/25
Adversarial defense, adversarial detection, generalized Gaussian distribution, Benford-Fourier coefficients, image classification
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 131, 页码: 11
作者:
Qian, Zhuang
;
Huang, Kaizhu
;
Wang, Qiu-Feng
;
Zhang, Xu-Yao
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浏览/下载:18/0
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提交时间:2022/11/14
Adversarial examples
Adversarial training
Robust learning
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
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Liu, Bin
;
Wang, Xiao
;
Mao, Wenji
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  |  
浏览/下载:13/0
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提交时间:2022/11/14
Training
Task analysis
Semantics
Perturbation methods
Feature extraction
Computational modeling
Robustness
Adversarial perturbation
adversarially robust training
deep hashing
multimodal retrieval
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8, 页码: 1925-1937
作者:
Fan, Chen-Chen
;
Peng, Liang
;
Wang, Tian
;
Yang, Hongjun
;
Zhou, Xiao-Hu
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浏览/下载:40/0
  |  
提交时间:2022/09/19
Magnetic resonance imaging
Generative adversarial networks
Task analysis
Three-dimensional displays
Training
Generators
Data models
Alzheimer's disease
magnetic resonance imaging
generative adversarial network
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
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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:7/0
  |  
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
Adversarial Analysis for Source Camera Identification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 11, 页码: 4174-4186
作者:
Wang, Bo
;
Zhao, Mengnan
;
Wang, Wei
;
Dai, Xiaorui
;
Li, Yi
收藏
  |  
浏览/下载:34/0
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提交时间:2021/12/28
Cameras
Feature extraction
Forensics
Task analysis
Perturbation methods
Neural networks
Training
Adversarial attacks
fingerprint copy-move attack
joint feature-based auto-learning attack
relation mismatch
Adversarial Perturbation Defense on Deep Neural Networks
期刊论文
ACM COMPUTING SURVEYS, 2021, 卷号: 54, 期号: 8, 页码: 36
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
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  |  
浏览/下载:42/0
  |  
提交时间:2021/12/28
Adversarial perturbation defense
deep neural networks
security
origin
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