An Innovative Method for Preserving Privacy in Internet of Things

被引:20
|
作者
Yamin, Mohammad [1 ]
Alsaawy, Yazed [2 ]
Alkhodre, Ahmad B. [2 ]
Sen, Adnan Ahmed Abi [2 ]
机构
[1] King Abdulaziz Univ, Dept Management Informat Syst, Fac Econ & Adm, Jeddah 21589, Saudi Arabia
[2] Islamic Univ, Fac Comp & Informat Syst, Al Madinah 42351, Saudi Arabia
关键词
privacy; blind approach; Internet of Things; Blind Third Party; Blind Peers; Smart City; E-health; encryption; sensors; underwater sensor networks; transportation; Smart Homes; LOCATION PRIVACY; SECURITY; TRUST;
D O I
10.3390/s19153355
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Preservation of privacy of users' personal data has always been a critical issue to deal with. This issue in the Internet of Things (IoT), which facilitates millions of applications, has become even more challenging. Currently, several approaches and methods are available to safeguard privacy but each of them suffers from one or more anomalies. In particular, Trusted Third-Party approach relies on the trust of a third-party server, Cooperation needs the trust of other peers, Obfuscation is known to return inaccurate results, and Dummy generates too much overhead. Moreover, these and most of the other well-known approaches deal only with specific types of applications linked to the location-based services. In this paper, we present two new methods, namely: Blind Third Party (BTP) and Blind Peers (BLP), and combine them to form a new one to be known as the Blind Approach (B(L)A). With the help of simulation results we shall demonstrate the effectiveness and superiority of B(L)A over the other available methods. The simulation results also exhibit that B(L)A is free from all the existing problems of the other approaches. However, B(L)A causes a slight increase in the average (response) time, which we consider to be a minor issue. We shall also discuss the capability and superiority of the Blind Approach in the cases of E-health, Smart Transportation, and Smart Home systems.
引用
收藏
页数:24
相关论文
共 50 条
  • [21] On perspective of security and privacy-preserving solutions in the internet of things
    Malina, Lukas
    Hajny, Jan
    Fujdiak, Radek
    Hosek, Jiri
    [J]. COMPUTER NETWORKS, 2016, 102 : 83 - 95
  • [22] A noise-based privacy preserving model for Internet of Things
    Shelendra Kumar Jain
    Nishtha Kesswani
    [J]. Complex & Intelligent Systems, 2023, 9 : 3655 - 3679
  • [23] Authenticated and Privacy-Preserving Consent Management in the Internet of Things
    Laurent, Maryline
    Leneutre, Jean
    Chabridon, Sophie
    Laaouane, Imane
    [J]. 10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS, 2019, 151 : 256 - 263
  • [24] An Approach to Privacy-Preserving Distributed Intelligence for the Internet of Things
    Alsboui, Tariq
    Al-Aqrabi, Hussain
    Hill, Richard
    Iram, Shamaila
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS), 2022, : 174 - 182
  • [25] Querying in Internet of Things with Privacy Preserving: Challenges, Solutions and Opportunities
    Ren, Hao
    Li, Hongwei
    Dai, Yuanshun
    Yang, Kan
    Lin, Xiaodong
    [J]. IEEE NETWORK, 2018, 32 (06): : 144 - 151
  • [26] PAgIoT - Privacy-preserving Aggregation protocol for Internet of Things
    Gonzalez-Manzano, L.
    de Fuentes, Jose M.
    Pastrana, Sergio
    Peris-Lopez, Pedro
    Hernandez-Encinas, Luis
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2016, 71 : 59 - 71
  • [27] Privacy-Preserving Federal Learning Chain for Internet of Things
    Xu, Yihang
    Mao, Yuxing
    Li, Simou
    Li, Jian
    Chen, Xueshuo
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (20) : 18364 - 18374
  • [28] An Efficient Privacy Preserving Spectrum Sharing Framework for Internet of Things
    Wang, Xiaoyan
    Umehira, Masahiro
    Han, Biao
    Zhou, Hao
    Li, Peng
    Wu, Celimuge
    [J]. IEEE ACCESS, 2020, 8 : 34675 - 34685
  • [29] A Privacy-Preserving Homomorphic Encryption Scheme for the Internet of Things
    Zouari, Jaweher
    Hamdi, Mohamed
    Kim, Tai-Hoon
    [J]. 2017 13TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2017, : 1939 - 1944
  • [30] Privacy-Preserving Techniques in Cloud/Fog and Internet of Things
    Lee, Cheng-Chi
    Gheisari, Mehdi
    Shayegan, Mohammad Javad
    Ahvanooey, Milad Taleby
    Liu, Yang
    [J]. CRYPTOGRAPHY, 2023, 7 (04)