On the Trade-Off Between Privacy and Utility in Mobile Services: A Qualitative Study

被引:2
|
作者
Liu, Yang [1 ,2 ]
Simpson, Andrew [3 ]
机构
[1] Harbin Inst Technol Shenzhen, Coll Comp Sci & Technol, Shenzhen, Peoples R China
[2] Peng Cheng Lab, Cyberspace Secur Res Ctr, Shenzhen, Peoples R China
[3] Univ Oxford, Dept Comp Sci, Oxford, England
来源
关键词
Privacy; Mobile services; Human aspects;
D O I
10.1007/978-3-030-42048-2_17
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
While the widespread use of mobile services offers a variety of benefits to mobile users, it also raises serious privacy concerns. We report the results of a user study that investigated the factors that influence the decision-making process pertaining to the trade-off between privacy and utility in mobile services. Through two focus groups, 16 individual interviews and a questionnaire survey involving 60 participants, the study identified awareness and knowledge of privacy risks, trust in service providers, desire for mobile services, and belief of cyber privacy as four factors that contribute to the perceived trade-off. The results also suggest that, with appropriate adoption, privacy-preserving tools can positively influence the privacy trade-off. In addition, our findings explore the cultural differences regarding privacy between participants from western countries (with the UK as the main representative) and China. In particular, the results suggest that participants from China are more likely to be comfortable with a government department protecting their individual privacy, while participants from western countries are more likely to wish to see such responsibility reside with some combination of individuals and non-governmental organisations.
引用
收藏
页码:261 / 278
页数:18
相关论文
共 50 条
  • [1] Differential privacy: On the trade-off between utility and information leakage
    INRIA, LIX, Ecole Polytechnique, France
    不详
    [J]. Lect. Notes Comput. Sci., (39-54):
  • [2] On Optimizing the Trade-off between Privacy and Utility in Data Provenance
    Deutch, Daniel
    Frankenthal, Ariel
    Gilad, Amir
    Moskovitch, Yuval
    [J]. SIGMOD '21: PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2021, : 379 - 391
  • [3] Who are you? The trade-off between information utility and privacy
    Miller, Jim
    [J]. IEEE INTERNET COMPUTING, 2008, 12 (04) : 93 - 96
  • [4] On the Trade-off between Privacy and Information Quality in Location Based Services
    Apollonio, Francesco
    Bedogni, Luca
    Gori, Giacomo
    Melis, Andrea
    Prandini, Marco
    [J]. 2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, : 994 - 997
  • [5] Utility/privacy trade-off as regularized optimal transport
    Boursier, Etienne
    Perchet, Vianney
    [J]. MATHEMATICAL PROGRAMMING, 2024, 203 (1-2) : 703 - 726
  • [6] Utility/privacy trade-off as regularized optimal transport
    Etienne Boursier
    Vianney Perchet
    [J]. Mathematical Programming, 2024, 203 : 703 - 726
  • [7] Personalized Privacy-Preserving Federated Learning: Optimized Trade-off Between Utility and Privacy
    Zhou, Jinhao
    Su, Zhou
    Ni, Jianbing
    Wang, Yuntao
    Pan, Yanghe
    Xing, Rui
    [J]. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 4872 - 4877
  • [8] The Accuracy-Privacy Trade-off of Mobile Crowdsensing
    Abu Alsheikh, Mohammad
    Jiao, Yutao
    Niyato, Dusit
    Wang, Ping
    Leong, Derek
    Han, Zhu
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (06) : 132 - 139
  • [9] Privacy-utility trade-off under continual observation
    Erdogdu, Murat A.
    Fawaz, Nadia
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2015, : 1801 - 1805
  • [10] Privacy protection and utility trade-off for social graph embedding
    Cai, Lin
    Tang, Jinchuan
    Dang, Shuping
    Chen, Gaojie
    [J]. INFORMATION SCIENCES, 2024, 676