Privacy Disclosure in the Real World: An Experimental Study

IF 0.5 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING International Journal of Information Security and Privacy Pub Date : 2022-01-01 DOI:10.4018/ijisp.2022010101
Siyu Wang, Nafei Zhu, Jingsha He, Da Teng, Yue Yang
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引用次数: 0

Abstract

Privacy protection is a hot topic in network security, many scholars are committed to evaluating privacy information disclosure by quantifying privacy, thereby protecting privacy and preventing telecommunications fraud. However, in the process of quantitative privacy, few people consider the reasoning relationship between privacy information, which leads to the underestimation of privacy disclosure and privacy disclosure caused by malicious reasoning. This paper completes an experiment on privacy information disclosure in the real world based on WordNet ontology .According to a privacy measurement algorithm, this experiment calculates the privacy disclosure of public figures in different fields, and conducts horizontal and vertical analysis to obtain different privacy disclosure characteristics. The experiment not only shows the situation of privacy disclosure, but also gives suggestions and method to reduce privacy disclosure.
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现实世界中的隐私披露:一项实验研究
隐私保护是网络安全领域的热点问题,许多学者致力于通过对隐私进行量化来评估隐私信息披露,从而保护隐私,防范电信诈骗。然而,在量化隐私的过程中,很少有人考虑隐私信息之间的推理关系,从而导致对隐私披露的低估和恶意推理导致的隐私披露。本文基于WordNet本体完成了现实世界中隐私信息披露的实验,根据一种隐私测量算法,对不同领域公众人物的隐私披露进行了计算,并进行了横向和纵向分析,得到了不同的隐私披露特征。实验不仅展示了隐私泄露的现状,还提出了减少隐私泄露的建议和方法。
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来源期刊
International Journal of Information Security and Privacy
International Journal of Information Security and Privacy COMPUTER SCIENCE, SOFTWARE ENGINEERING-
CiteScore
2.50
自引率
0.00%
发文量
73
期刊介绍: As information technology and the Internet become more and more ubiquitous and pervasive in our daily lives, there is an essential need for a more thorough understanding of information security and privacy issues and concerns. The International Journal of Information Security and Privacy (IJISP) creates and fosters a forum where research in the theory and practice of information security and privacy is advanced. IJISP publishes high quality papers dealing with a wide range of issues, ranging from technical, legal, regulatory, organizational, managerial, cultural, ethical and human aspects of information security and privacy, through a balanced mix of theoretical and empirical research articles, case studies, book reviews, tutorials, and editorials. This journal encourages submission of manuscripts that present research frameworks, methods, methodologies, theory development and validation, case studies, simulation results and analysis, technological architectures, infrastructure issues in design, and implementation and maintenance of secure and privacy preserving initiatives.
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