A System for Privacy-Preserving Analysis of Vehicle Movements

被引:0
|
作者
Lax, Gianluca [1 ]
Buccafurri, Francesco [1 ]
Nicolazzo, Serena [1 ]
Nocera, Antonino [1 ]
Ermidio, Filippo [1 ]
机构
[1] Univ Mediterranea Reggio Calabria, DIIES, Via Graziella, I-89122 Reggio Di Calabria, Italy
关键词
Privacy; Vehicle movements; Beaglebone; !text type='Java']Java[!/text]ANPR;
D O I
10.1007/978-3-319-67636-4_3
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we deal with the problem of acquiring statistics on the movements of vehicles in a given environment yet preserving the identity of drivers involved. To do this, we have designed a system based on an embedded board, namely Beaglebone Black, equipped with a Logitech C920 webcam with H.256 hardware encoder. The system uses JavaANPR to acquire snapshots of cars and recognize license plates. Acquired plate numbers are anonymized by the use of hash functions to obtain plate digests, and the use of a salt prevents plate number discovery from its digest (by dictionary or brute force attacks). A recovery algorithm is also run to correct possible errors in plate number recognition. Finally, these anonymized data are used to extract several statistics, such as the time of permanence of a vehicle in the environment.
引用
收藏
页码:23 / 28
页数:6
相关论文
共 50 条
  • [31] A privacy-preserving consensus mechanism for an electric vehicle charging scheme
    Zhang, Xiaoshuai
    Liu, Chao
    Chai, Kok Keong
    Poslad, Stefan
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2021, 174
  • [32] Privacy-Preserving Techniques and System for Streaming Databases
    de Oliveira, Anderson Santana
    Kerschbaum, Florian
    Lim, Hoon Wei
    Yu, Su-Yang
    Proceedings of 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing (SocialCom/PASSAT 2012), 2012, : 728 - 733
  • [33] A Privacy-Preserving and Redactable Healthcare Blockchain System
    Xu, Shengmin
    Ning, Jianting
    Li, Xiaoguo
    Yuan, Jiaming
    Huang, Xinyi
    Deng, Robert H.
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 17 (02) : 364 - 377
  • [34] Privacy-Preserving Vehicle Assignment for Mobility-on-Demand Systems
    Prorok, Amanda
    Kumar, Vijay
    2017 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2017, : 1869 - 1876
  • [35] A Privacy-Preserving Reputation System for Participatory Sensing
    Huang, Kuan Lun
    Kanhere, Salil S.
    Hu, Wen
    37TH ANNUAL IEEE CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN 2012), 2012, : 10 - 18
  • [36] A privacy-preserving reputation system with user rewards
    Busom, N.
    Petrlic, R.
    Sebe, F.
    Sorge, C.
    Valls, M.
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2017, 80 : 58 - 66
  • [37] PROPS : A PRivacy-preserving lOcation Proof System
    Gambs, Sebastien
    Killijian, Marc-Olivier
    Roy, Matthieu
    Traore, Moussa
    2014 IEEE 33RD INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS), 2014, : 1 - 10
  • [38] Building a privacy-preserving benchmarking enterprise system
    Kerschbaum, Florian
    11TH IEEE INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE, PROCEEDINGS, 2007, : 87 - 96
  • [39] A privacy-preserving student status monitoring system
    Haopeng Wu
    Zhiying Lu
    Jianfeng Zhang
    Complex & Intelligent Systems, 2023, 9 : 597 - 608
  • [40] A Lightweight Privacy-Preserving Authentication Scheme for Vehicle-to-Grid
    Shao, Huishuang
    Ma, Yiwei
    Shao, Binhai
    2024 6TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES 2024, 2024, : 278 - 282