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检索条件"机构=Hubei Key Laboratory of Distributed System Security"
325 条 记 录,以下是231-240 订阅
排序:
MISA: Unveiling the Vulnerabilities in Split Federated Learning
MISA: Unveiling the Vulnerabilities in Split Federated Learn...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Wei Wan Yuxuan Ning Shengshan Hu Lulu Xue Minghui Li Leo Yu Zhang Hai Jin School of Cyber Science and Engineering Huazhong University of Science and Technology National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Computer Science and Technology Huazhong University of Science and Technology School of Software Engineering Huazhong University of Science and Technology School of Information and Communication Technology Griffith University Cluster and Grid Computing Lab
Federated learning (FL) and split learning (SL) are prevailing distributed paradigms in recent years. They both enable shared global model training while keeping data localized on users’ devices. The former excels in...
来源: 评论
Hybrid Cat-Artificial Fish Swarm Based Node Deployment Optimization in Intelligent Transportation IoT
Hybrid Cat-Artificial Fish Swarm Based Node Deployment Optim...
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Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing, UIC-ATC
作者: Lingzhi Yi Bin Luo Chenlu Zhu Xianjun Deng Yunzhi Xia Hengshan Wu School of Information and Safety Engineering Zhongnan University of Economics and Law Wuhan China School of Civil Engineering University of South China Hengyang China Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Huazhong University of Science and Technology Wuhan China Hubei Chutian Expressway Digital Technology Co. Ltd Wuhan China
The integration of Internet of Things (IoT)-based highway bridge structural health monitoring (HBSHM) and intelligent transportation systems (ITS) plays an essential role in detecting damage for large and complex brid...
来源: 评论
GENERATING IS BELIEVING: MEMBERSHIP INFERENCE ATTACKS AGAINST RETRIEVAL-AUGMENTED GENERATION
arXiv
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arXiv 2024年
作者: Li, Yuying Liu, Gaoyang Wang, Chen Yang, Yang Key Laboratory of Intelligent Sensing System and Security Ministry of Education School of Artificial Intelligence Hubei University Wuhan China Huazhong University of Science and Technology Wuhan China
Retrieval-Augmented Generation (RAG) is a state-of-the-art technique that mitigates issues such as hallucinations and knowledge staleness in Large Language Models (LLMs) by retrieving relevant knowledge from an extern... 详细信息
来源: 评论
A Contribution Assessment Method Based on Model Performance Gains in Federated Learning
A Contribution Assessment Method Based on Model Performance ...
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International Symposium on Parallel and distributed Processing with Applications, ISPA
作者: Zixuan Zhao Jun Liu Yuyin Li Gaoyang Liu Yamin Li Yang Yang Key Laboratory of Intelligent Sensing System and Security (Ministry of Education) School of Artificial Intelligence Hubei University Wuhan China Huazhong University of Science and Technology Wuhan China
Federated Learning is a distributed model training system that uses the computing resources and private data of participants to collaboratively train Machine Learning models. In order to incentivize data holders to ac... 详细信息
来源: 评论
Detecting and Corrupting Convolution-based Unlearnable Examples
arXiv
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arXiv 2023年
作者: Li, Minghui Wang, Xianlong Yu, Zhifei Hu, Shengshan Zhou, Ziqi Zhang, Longling Zhang, Leo Yu School of Software Engineering Huazhong University of Science and Technology China School of Cyber Science and Engineering Huazhong University of Science and Technology China Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security China School of Computer Science and Technology Huazhong University of Science and Technology China School of Information and Communication Technology Griffith University Australia
Convolution-based unlearnable examples (UEs) employ class-wise multiplicative convolutional noise to training samples, severely compromising model performance. This fire-new type of UEs have successfully countered all... 详细信息
来源: 评论
Application Research of Vertical Federated Learning Technology in Banking Risk Control Model Strategy
Application Research of Vertical Federated Learning Technolo...
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IEEE International Conference on Big Data and Cloud Computing (BdCloud)
作者: Yong Luo Zhi Lu Xiaofei Yin Songfeng Lu Yiting Weng Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Huazhong University of Science and Technology Wuhan China China Minsheng Banking Corp. Ltd. Beijing China Shenzhen Huazhong University of Science and Technology Research Institute Wuhan China Shu Lun Pan Beijing China
This study centers on the application of vertical federated learning technology in the context of Internet banking loans, with a particular focus on innovations in data privacy protection, risk control model algorithm...
来源: 评论
Towards Demystifying Android Adware: Dataset and Payload Location
Towards Demystifying Android Adware: Dataset and Payload Loc...
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IEEE/ACM International Conference on Automated Software Engineering - Workshops (ASE Workshops)
作者: Chao Wang Tianming Liu Yanjie Zhao Lin Zhang Xiaoning Du Li Li Haoyu Wang Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Huazhong University of Science and Technology Monash University Clayton Australia Huazhong University of Science and Technology Wuhan China The National Computer Emergency Response Team/Coordination Center of China (CNCERT/CC) Beijing China Beihang University Beijing China
Adware represents a pervasive threat in the mobile ecosystem, yet its inherent characteristics have been largely overlooked by previous research. This work takes a crucial step towards demystifying Android adware. We ... 详细信息
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Graph Structure Prefix Injection Transformer for Multi-Modal Entity Alignment
SSRN
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SSRN 2024年
作者: Li, Zhifei Luo, Xiangyu Zhang, Miao Zhang, Yan Xiao, Kui School of Computer Science and Information Engineering Hubei University Wuhan430062 China School of Cyber Science and Technology Hubei University Wuhan430062 China Key Laboratory of Intelligent Sensing System and Security Hubei University Ministry of Education Wuhan430062 China Hubei Key Laboratory of Big Data Intelligent Analysis and Application Hubei University Wuhan430062 China
Multi-modal entity alignment aims to integrate equivalent entities in diverse multi-modal knowledge graphs. However, previous studies have primarily focused on multi-modal fusion methods without considering the impact... 详细信息
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Tensor and Minimum Connected Dominating Set based Confident Information Coverage Reliability Evaluation for IoT
IEEE Transactions on Sustainable Computing
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IEEE Transactions on Sustainable Computing 2024年
作者: Xiao, Ziheng Zhu, Chenlu Feng, Wei Liu, Shenghao Deng, Xianjun Lu, Hongwei Yang, Laurence T. Park, Jong Hyuk Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Huazhong University of Science and Technology Hubei Wuhan430074 China Artificial Intelligence and Intelligent Transportation Joint Technical Center of HUST and Hubei Chutian Intelligent Transportation Company Ltd United States Network and Industrial Control Information Security Technology Department China Nuclear Power Operation Technology Company Ltd. 1011 Xiongchu Avenue Hubei Wuhan430070 China The Department of Computer Science and Engineering Seoul National University of Science and Technology Seoul01811 Korea Republic of
Internet of Things (IoT) reliability evaluation contributes to the sustainable computing and enhanced stability of the network. Previous algorithms usually evaluate the reliability of IoT by enumenating the states of ... 详细信息
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Structural disorder-induced topological phase transitions in quasicrystals
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Physical Review B 2024年 第19期109卷 195301-195301页
作者: Tan Peng Yong-Chen Xiong Chun-Bo Hua Zheng-Rong Liu Xiaolu Zhu Wei Cao Fang Lv Yue Hou Bin Zhou Ziyu Wang Rui Xiong Key Laboratory of Artificial Micro- and Nano-Structures of Ministry of Education School of Physics and Technology Wuhan University Wuhan 430072 China Hubei Key Laboratory of Energy Storage and Power Battery and School of Mathematics Physics and Optoelectronic Engineering Hubei University of Automotive Technology Shiyan 442002 China School of Electronic and Information Engineering Hubei University of Science and Technology Xianning 437100 China Department of Physics Hubei University Wuhan 430062 China The Institute of Technological Science Wuhan University Wuhan 430072 China Key Laboratory of Intelligent Sensing System and Security of Ministry of Education Hubei University Wuhan 430062 China
Recently, structural disorder-induced topological phase transitions in periodic systems have attracted much attention. However, in aperiodic systems such as quasicrystalline systems, the interplay between structural d... 详细信息
来源: 评论