从网络空间广泛收集用户数据:隐私问题与对策

IF 1.8 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Cryptography Pub Date : 2024-01-31 DOI:10.3390/cryptography8010005
Yinhao Jiang, Mir Ali Rezazadeh Baee, L. Simpson, Praveen Gauravaram, Josef Pieprzyk, Tanveer A. Zia, Zhen Zhao, Zung Le
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引用次数: 0

摘要

技术,尤其是计算和通信范例的使用日益增多,对我们的日常生活产生了重大影响。设备和网络的互联为信息交流提供了便捷的平台,也为无处不在的用户数据收集提供了便利。这种新环境给隐私保护带来了严峻的挑战。用户的活动可以在数字和物理领域被持续监控。收集到的数据可以进行汇总和分析,揭示用户行为的方方面面,而这些方面可能无法从单一数据点中显现出来。促进连通性的物品同时也增加了隐私泄露的风险。为提供服务而收集的数据也可用于监控。本文探讨了与无处不在的用户数据收集有关的三类新的隐私问题:网络空间中的隐私和用户活动、个人网络物理系统中的隐私以及用户驱动的主动数据收集中的隐私。我们强调了主要挑战,从浏览历史中的身份跟踪到机会主义网络中的复杂问题,并将每个挑战置于实际的现实世界场景中。此外,我们还评估了当前对策的有效性,研究了它们的优势和局限性。本文探讨了在用户与动态互联系统交互过程中保护隐私所面临的挑战,并提出了降低已识别隐私风险的对策。
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Pervasive User Data Collection from Cyberspace: Privacy Concerns and Countermeasures
The increasing use of technologies, particularly computing and communication paradigms, has significantly influenced our daily lives. Interconnecting devices and networks provides convenient platforms for information exchange and facilitates pervasive user data collection. This new environment presents serious privacy challenges. User activities can be continuously monitored in both digital and physical realms. Gathered data can be aggregated and analysed, revealing aspects of user behaviour that may not be apparent from a single data point. The very items that facilitate connectivity simultaneously increase the risk of privacy breaches. The data gathered to provide services can also be used for monitoring and surveillance. This paper discerns three novel categories of privacy concerns relating to pervasive user data collection: privacy and user activity in cyberspace, privacy in personal cyber–physical systems, and privacy in proactive user-driven data collection. We emphasise the primary challenges, ranging from identity tracking in browsing histories to intricate issues in opportunistic networks, situating each within practical, real-world scenarios. Furthermore, we assess the effectiveness of current countermeasures, investigating their strengths and limitations. This paper explores the challenges in preserving privacy in user interactions with dynamic interconnected systems and suggests countermeasures to mitigate identified privacy risks.
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来源期刊
Cryptography
Cryptography Mathematics-Applied Mathematics
CiteScore
3.80
自引率
6.20%
发文量
53
审稿时长
11 weeks
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