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Adversarial training with distribution normalization and margin balance 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 136, 页码: 11
Authors:  Cheng, Zhen;  Zhu, Fei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Favorite  |  View/Download：12/0  |  Submit date：2023/01/09
Adversarial robustness  Adversarial training  Distribution normalization  Margin balance  
Temporal sparse adversarial attack on sequence-based gait recognition 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 11
Authors:  He, Ziwen;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
Favorite  |  View/Download：31/0  |  Submit date：2022/11/21
Adversarial attack  Gait recognition  Temporal sparsity  
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(7068Kb)  |  Favorite  |  View/Download：14/3  |  Submit date：2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles: Perspectives and a Tutorial Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 8-24
Authors:  Henglai Wei;  Yang Shi
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Autonomous marine vehicles (AMVs)  model predictive control (MPC)  motion control  motion planning  
Distributed Secure State Estimation of Multi-Agent Systems Under Homologous Sensor Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 67-77
Authors:  Yukun Shi;  Youqing Wang;  Jianyong Tuo
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Consensus-based Luenberger-like observer  distributed secure state estimation  homologous signal  
CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 557-559
Authors:  Zhenyong Zhang;  David K. Y. Yau
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Detecting the One-Shot Dummy Attack on the Power Industrial Control Processes With an Unsupervised Data-Driven Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 550-553
Authors:  Zhenyong Zhang;  Yan Qin;  Jingpei Wang;  Hui Li;  Ruilong Deng
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Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
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Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
基于图模型的非受控环境生物特征识别方法研究 学位论文
, 2022
Authors:  任民
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生物特征识别，图模型，非受控环境，特征表达，对抗鲁棒性  
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
Authors:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Favorite  |  View/Download：24/0  |  Submit date：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing