数据生命周期中的隐私保护技术：综合文献综述

IF 4.8 2区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Computers & Security Pub Date : 2025-04-16 DOI:10.1016/j.cose.2025.104473

Sheema Madhusudhanan, Arun Cyril Jose

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引用次数: 0

摘要

随着用户数据量的不断增加，保护敏感信息变得比以往任何时候都更加重要。本调查回顾了旨在保护个人身份信息（PII）和其他敏感数据的隐私保护技术和模型。隐私在数据生命周期的每个阶段都至关重要，包括数据收集、存储、处理、共享和传输、保留和删除以及访问控制。我们将讨论与每个阶段相关的挑战，并重点介绍相关的研究工作。调查最后讨论了数据隐私保护面临的挑战和潜在的研究方向。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Privacy preservation techniques through data lifecycle: A comprehensive literature survey

With the increasing user data volume, safeguarding sensitive information has become more critical than ever. This survey reviews privacy-preserving techniques and models designed to protect Personally Identifiable Information (PII) and other sensitive data. Privacy is essential at every data lifecycle stage, including data collection, storage, processing, sharing and transmission, retention and deletion, and access control. We discuss the challenges associated with each stage and highlight relevant research work. The survey concludes with a discussion of ongoing challenges and potential research directions in data privacy preservation.

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来源期刊

Computers & Security 工程技术-计算机：信息系统

CiteScore

12.40

自引率

7.10%

发文量

365

审稿时长

10.7 months

期刊介绍： Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.