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Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 1, 页码: 366-379
作者:  Han, Husheng;  Hu, Xing;  Hao, Yifan;  Xu, Kaidi;  Dang, Pucheng;  Wang, Ying;  Zhao, Yongwei;  Du, Zidong;  Guo, Qi;  Wang, Yanzhi;  Zhang, Xishan;  Chen, Tianshi
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Object detection  Streaming media  Optical flow  Feature extraction  Real-time systems  Task analysis  Detectors  Adversarial patch attack  deep learning security  domain-specific accelerator  hardware/software co-design  real time  
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  
A Systematic View of Model Leakage Risks in Deep Neural Network Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3254-3267
作者:  Hu, Xing;  Liang, Ling;  Chen, Xiaobing;  Deng, Lei;  Ji, Yu;  Ding, Yufei;  Du, Zidong;  Guo, Qi;  Sherwood, Tim;  Xie, Yuan
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Domain-specific architecture  deep learning security  model security  
Secure and Resilient Artificial Intelligence of Things: A HoneyNet Approach for Threat Detection and Situational Awareness 期刊论文
IEEE CONSUMER ELECTRONICS MAGAZINE, 2022, 卷号: 11, 期号: 3, 页码: 69-78
作者:  Tan, Liang;  Yu, Keping;  Ming, Fangpeng;  Cheng, Xiaofan;  Srivastava, Gautam
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 138-151
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang
收藏  |  浏览/下载：20/0  |  提交时间：2022/12/07
Faces  Feature extraction  Testing  Face recognition  Databases  Training  Task analysis  Face anti-spoofing  face presentation attack detection  domain generalization  meta-learning  distribution alignment  deep learning  
Learning policy scheduling for text augmentation 期刊论文
NEURAL NETWORKS, 2022, 卷号: 145, 页码: 121-127
作者:  Li, Shuokai;  Ao, Xiang;  Pan, Feiyang;  He, Qing
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Data augmentation  Text classification  
Adaptive In-Network Collaborative Caching for Enhanced Ensemble Deep Learning at Edge 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 卷号: 2021, 页码: 14
作者:  Qin, Yana;  Wu, Danye;  Xu, Zhiwei;  Tian, Jie;  Zhang, Yujun
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01