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A Proactive Trust Evaluation System for Secure Data Collection Based on Sequence Extraction

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成果类型:
期刊论文
作者:
Mingfeng Huang;Zhetao Li;Anfeng Liu;Xinglin Zhang;Zhemin Yang;...
作者机构:
[Xinglin Zhang] School of Computer Science and Engineering, South China University of Technology, Guangzhou, China
[Anfeng Liu] School of Electronic Information, Central South University, Changsha, China
School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha, China
[Zhemin Yang; Min Yang] School of Computer Science, Fudan University, Shanghai, China
[Zhetao Li] National & Local Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Provincial Key Laboratory of Data Security and Privacy Protection, College of Information Science and Technology, Jinan University, Guangzhou, China
语种:
英文
期刊:
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
ISSN:
1545-5971
年:
2025
卷:
22
期:
2
页码:
997-1010
基金类别:
10.13039/501100004735-Natural Science Foundation of Hunan Province (Grant Number: 2024JJ6067) 10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 62072475 and 62032020) Scientific Research Fund of Hunan Provincial Education Department of China (Grant Number: 22B0330)
机构署名:
本校为其他机构
院系归属:
计算机与通信工程学院
摘要:
As a collaborative and open network, billions of devices can be free to join the IoT-based data collection network for data perception and transmission. Along with this trend, more and more malicious attackers enter the network, they steal or tamper with data, and hinder data exchange and communication. To address these issues, we propose a Proactive Trust Evaluation System (PTES) for secure data collection by evaluating the trust of mobile data collectors. Specifically, PTES guarantees evaluation accuracy from trust evidence acquisition, trust evidence storage, and trust value calculation. Fi...

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