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：

Huang, Mingfeng;Li, Zhetao;Liu, Anfeng;Zhang, Xinglin;Yang, Zhemin;...

通讯作者：

Li, ZT

作者机构：

[Huang, Mingfeng; Liu, Anfeng] Cent South Univ, Sch Elect Informat, Changsha 410017, Peoples R China.

[Huang, Mingfeng] Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410000, Peoples R China.

[Li, Zhetao] Jinan Univ, Coll Informat Sci & Technol, Natl & Local Joint Engn Res Ctr Network Secur Dete, Guangdong ProvincialKey Lab Data Secur & Privacy P, Guangzhou 510632, Peoples R China.

[Zhang, Xinglin] South China Univ Technol, Sch Comp Sci & Engn, Guangzhou 510006, Peoples R China.

[Yang, Zhemin] Fudan Univ, Sch Comp Sci, Shanghai 201203, Peoples R China.

通讯机构：

[Li, ZT ] J

Jinan Univ, Coll Informat Sci & Technol, Natl & Local Joint Engn Res Ctr Network Secur Dete, Guangdong ProvincialKey Lab Data Secur & Privacy P, Guangzhou 510632, Peoples R China.

语种：

英文

关键词：

Data models;Computational modeling;Accuracy;Predictive models;Cloud computing;Bayes methods;Analytical models;Internet of Things;trust mechanism;data security;sequence extraction;evaluation accuracy

期刊：

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

ISSN：

1545-5971

年：

2025

卷：

期：

页码：

997-1010

DOI：

10.1109/TDSC.2024.3424448

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

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