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BoAu: Malicious traffic detection with noise labels based on boundary augmentation 期刊论文
COMPUTERS & SECURITY, 2023, 卷号: 131, 页码: 13
作者:  Yuan, Qingjun;  Liu, Chang;  Yu, Wentao;  Zhu, Yuefei;  Xiong, Gang;  Wang, Yongjuan;  Gou, Gaopeng
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Malicious traffic detection  Deep learning  Learning with noise labels  Decision boundaries  Encrypted traffic  
Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 7668-7685
作者:  Xu, Qianqian;  Yang, Zhiyong;  Zhao, Yunrui;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Data models  Training data  Training  Deep learning  Predictive models  Testing  Optimization  Label flipping attack  machine learning  
On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault  
AD-YOLOv5s based UAV detection for low altitude security 期刊论文
INTERNATIONAL JOURNAL OF MICRO AIR VEHICLES, 2023, 卷号: 15, 页码: 19
作者:  Shang, Yuanfeng;  Liu, Chang;  Qiu, Dawei;  Zhao, Zixu;  Wu, Ruikang;  Tang, Shuyuan
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Low Altitude Security  object detection  embedded deployment  deep learning  UAV