Cascaded Defending and Detecting of Adversarial Attacks Against Deep Learning System in Ophthalmic Imaging

被引:0
|
作者
Ng, Wei Yan [1 ]
Xu, Yanyu [2 ]
Xu, Xinxing [2 ]
Ting, Daniel S. W. [1 ]
机构
[1] Singapore Natl Eye Ctr, Singapore, Singapore
[2] Agcy Sci Technol & Res, Singapore, Singapore
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Temporal shuffling for defending deep action recognition models against adversarial attacks
    Hwang, Jaehui
    Zhang, Huan
    Choi, Jun-Ho
    Hsieh, Cho-Jui
    Lee, Jong-Seok
    NEURAL NETWORKS, 2024, 169 : 388 - 397
  • [22] Deep Learning Defense Method Against Adversarial Attacks
    Wang, Ling
    Zhang, Cheng
    Liu, Jie
    2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 3667 - 3671
  • [23] Defending against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit-plane Slicing
    Liu, Yuan
    Dong, Jinxin
    Zhou, Pingqiang
    ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2022, 18 (03)
  • [24] Evasion Attacks with Adversarial Deep Learning Against Power System State Estimation
    Sayghe, Ali
    Zhao, Junbo
    Konstantinou, Charalambos
    2020 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2020,
  • [25] Defending against Membership Inference Attacks in Federated learning via Adversarial Example
    Xie, Yuanyuan
    Chen, Bing
    Zhang, Jiale
    Wu, Di
    2021 17TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING (MSN 2021), 2021, : 153 - 160
  • [26] An Adversarial DBN-LSTM Method for Detecting and Defending against DDoS Attacks in SDN Environments
    Chen, Lei
    Wang, Zhihao
    Huo, Ru
    Huang, Tao
    ALGORITHMS, 2023, 16 (04)
  • [27] ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness
    Theagarajan, Rajkumar
    Chen, Ming
    Bhanu, Bir
    Zhang, Jing
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 6981 - 6989
  • [28] Defending Against Adversarial Attacks in Speaker Verification Systems
    Chang, Li-Chi
    Chen, Zesheng
    Chen, Chao
    Wang, Guoping
    Bi, Zhuming
    2021 IEEE INTERNATIONAL PERFORMANCE, COMPUTING, AND COMMUNICATIONS CONFERENCE (IPCCC), 2021,
  • [29] DEFENDING GRAPH CONVOLUTIONAL NETWORKS AGAINST ADVERSARIAL ATTACKS
    Ioannidis, Vassilis N.
    Giannakis, Georgios B.
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 8469 - 8473
  • [30] Defending Against Adversarial Attacks Using Random Forest
    Ding, Yifan
    Wang, Liqiang
    Zhang, Huan
    Yi, Jinfeng
    Fan, Deliang
    Gong, Boqing
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2019), 2019, : 105 - 114