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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:38/0  |  提交时间:2021/12/01
Semi-supervised anomaly detection in dynamic communication networks 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 571, 页码: 527-542
作者:  Meng, Xuying;  Wang, Suhang;  Liang, Zhimin;  Yao, Di;  Zhou, Jihua;  Zhang, Yujun
收藏  |  浏览/下载:39/0  |  提交时间:2021/12/01
Anomaly detection  Semi-supervised learning  Generative adversarial networks  Self-learning  
Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liang, Ling;  Hu, Xing;  Deng, Lei;  Wu, Yujie;  Li, Guoqi;  Ding, Yufei;  Li, Peng;  Xie, Yuan
收藏  |  浏览/下载:27/0  |  提交时间:2022/06/21
Spatiotemporal phenomena  Computational modeling  Perturbation methods  Biological neural networks  Backpropagation  Unsupervised learning  Training  Adversarial attack  backpropagation through time (BPTT)  neuromorphic computing  spike-compatible gradient  spiking neural networks (SNNs)  
RON-enhanced blockchain propagation mechanism for edge-enabled smart cities 期刊论文
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2021, 卷号: 61, 页码: 10
作者:  Huang, Junjie;  Tan, Liang;  Li, Wenjuan;  Yu, Keping
收藏  |  浏览/下载:39/0  |  提交时间:2021/12/01
Blockchain fork  Resilient overlay network  Propagation delay  Gossip  Optimal propagation mechanism  
Practical Attacks on Deep Neural Networks by Memory Trojaning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 6, 页码: 1230-1243
作者:  Hu, Xing;  Zhao, Yang;  Deng, Lei;  Liang, Ling;  Zuo, Pengfei;  Ye, Jing;  Lin, Yingyan;  Xie, Yuan
收藏  |  浏览/下载:35/0  |  提交时间:2021/12/01
Trojan horses  Hardware  Integrated circuit modeling  Computational modeling  Security  Payloads  Convolutional neural networks (CNNs)  deep learning accelerator  deep learning attack  hardware Trojan  
Applying Knowledge Inference on Event-Conjunction for Automatic Control in Smart Building 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 3, 页码: 17
作者:  Ge, Hangli;  Peng, Xiaohui;  Koshizuka, Noboru
收藏  |  浏览/下载:32/0  |  提交时间:2021/12/01
smart building  Internet of Things (IoT)  Markov Chain Monte Carlo (MCMC)  ontology  graph model  
Enforcing Access Control in Information-Centric Edge Networking 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 卷号: 69, 期号: 1, 页码: 353-364
作者:  Wu, Danye;  Xu, Zhiwei;  Chen, Bo;  Zhang, Yujun;  Han, Zhu
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
Edge computing  in-network caching  access control  confidentiality-enhanced network coding  
Semi-Supervised Natural Face De-Occlusion 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 1044-1057
作者:  Cai, Jiancheng;  Han, Hu;  Cui, Jiyun;  Chen, Jie;  Liu, Li;  Zhou, S. Kevin
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
Faces  Face recognition  Generators  Training  Task analysis  Shape  Annotations  Natural face de-occlusion  occlusion-aware  generative adversarial networks  alternating training