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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
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提交时间:2023/09/25
Adversarial defense, adversarial detection, generalized Gaussian distribution, Benford-Fourier coefficients, image classification
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
Semi-/Weakly-Supervised Semantic Segmentation Method and Its Application for Coastal Aquaculture Areas Based on Multi-Source Remote Sensing Images-Taking the Fujian Coastal Area (Mainly Sanduo) as an Example
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 21
作者:
Liang, Chenbin
;
Cheng, Bo
;
Xiao, Baihua
;
He, Chenlinqiu
;
Liu, Xunan
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浏览/下载:41/0
  |  
提交时间:2021/08/15
coastal aquaculture areas
semantic segmentation
semi-
weakly-supervised learning
GAN
conditional adversarial learning
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804
作者:
Lan, Yazhu
;
Nixon, Kent W.
;
Guo, Qingli
;
Zhang, Guohe
;
Xu, Yuanchao
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浏览/下载:36/0
  |  
提交时间:2021/12/01
Perturbation methods
Computational modeling
Data integrity
Detectors
Optimization
Field programmable gate arrays
Hardware
Adversarial attacks
confidence detection
deep neural networks (DNNs)
FPGA-based hardware architecture
sensor pattern noise (SPN)
Manipulating Template Pixels for Model Adaptation of Siamese Visual Tracking
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 页码: 1690-1694
作者:
Li, Zhenbang
;
Li, Bing
;
Gao, Jin
;
Li, Liang
;
Hu, Weiming
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浏览/下载:8/0
  |  
提交时间:2021/01/07
Adaptation models
Target tracking
Task analysis
Visualization
Feature extraction
Object tracking
Training
Model adaptation
siamese networks
visual tracking
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:
Han Xu
;
Yao Ma
;
Hao-Chen Liu
;
Debayan Deb
;
Hui Liu
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浏览/下载:15/0
  |  
提交时间:2021/02/22
Adversarial example
model safety
robustness
defenses
deep learning.
Study of Restrained Network Structures for Wasserstein Generative Adversarial Networks (WGANs) on Numeric Data Augmentation
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89812-89821
作者:
Wang, Wei
;
Wang, Chuang
;
Cui, Tao
;
Li, Yue
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浏览/下载:18/0
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提交时间:2020/09/23
Gallium nitride
Generative adversarial networks
Tensile stress
Generators
Indexes
Training
Numerical models
Restrained network structures
generative adversarial network
numeric data augmentation
Manipulating Template Pixels For Model Adaptation Of Siamese Visual Tracking
期刊论文
IEEE Signal Processing Letters, 2020, 期号: 27, 页码: 1690-1694
作者:
Li ZB(李振邦)
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浏览/下载:4/0
  |  
提交时间:2022/01/12
Model adaptation
siamese networks
visual tracking
Mask-Pix2Pix Network for Overexposure Region Recovery of Solar Image
期刊论文
ADVANCES IN ASTRONOMY, 2019, 卷号: 2019, 页码: 10
作者:
Zhao, Dong
;
Xu, Long
;
Chen, Linjie
;
Yan, Yihua
;
Duan, Ling-Yu
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浏览/下载:5/0
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提交时间:2020/03/10
Template Matching Based on Geometric Invariance in Deep Neural Network
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 82174-82182
作者:
Cao, Yaming
;
Yang, Zhen
;
Wang, Haijiao
;
Peng, Xiaodong
;
Gao, Chen
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  |  
浏览/下载:61/0
  |  
提交时间:2019/08/26
Deep neural network
geometric invariant
interpretability
template match
adversarial example
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