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Attack on “A Privacy-Preserving Online Ride-Hailing System Without Involving a Third Trusted Server”

Published: 29 August 2023 Publication History

Abstract

Recently, Xie, Guo, and Jia (IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3068-3081, 2021) proposed a privacy-preserving Online Ride-Hailing (ORH) protocol that does not make use of a trusted third-party server. The primary goal of such privacy-preserving ORH protocols is to ensure the privacy of riders’ and drivers’ location data w.r.t. the ORH Service Provider (SP). In this work, we demonstrate a passive attack by the SP in the protocol of Xie, Guo, and Jia that enables it to completely recover the location of the rider as well as that of the responding drivers in each and every ride request query. The running time of our attack is independent of the security parameter.

References

[1]
Junxin Huang, Yuchuan Luo, Shaojing Fu, Ming Xu, and Bowen Hu. 2021. pRide: Privacy-Preserving Online Ride Hailing Matching System With Prediction. IEEE Transactions on Vehicular Technology 70, 8 (2021), 7413–7425. https://doi.org/10.1109/TVT.2021.3090042
[2]
Deepak Kumaraswamy, Shyam Murthy, and Srinivas Vivek. 2021. Revisiting Driver Anonymity in ORide. In Selected Areas in Cryptography - 28th International Conference, SAC 2021, Virtual Event, September 29 - October 1, 2021, Revised Selected Papers(Lecture Notes in Computer Science, Vol. 13203), Riham AlTawy and Andreas Hülsing (Eds.). Springer, 25–46. https://doi.org/10.1007/978-3-030-99277-4_2
[3]
Deepak Kumaraswamy and Srinivas Vivek. 2021. Cryptanalysis of the Privacy-Preserving Ride-Hailing Service TRACE. In Progress in Cryptology - INDOCRYPT 2021 - 22nd International Conference on Cryptology in India, Jaipur, India, December 12-15, 2021, Proceedings(Lecture Notes in Computer Science, Vol. 13143), Avishek Adhikari, Ralf Küsters, and Bart Preneel (Eds.). Springer, 462–484. https://doi.org/10.1007/978-3-030-92518-5_21
[4]
Yuchuan Luo, Xiaohua Jia, Shaojing Fu, and Ming Xu. 2019. pRide: Privacy-Preserving Ride Matching Over Road Networks for Online Ride-Hailing Service. IEEE Trans. Information Forensics and Security 14, 7 (2019), 1791–1802. https://doi.org/10.1109/TIFS.2018.2885282
[5]
Shyam Murthy and Srinivas Vivek. 2022. Driver Locations Harvesting Attack on pRide. In Network and System Security - 16th International Conference, NSS 2022, Denarau Island, Fiji, December 9-12, 2022, Proceedings(Lecture Notes in Computer Science, Vol. 13787), Xingliang Yuan, Guangdong Bai, Cristina Alcaraz, and Suryadipta Majumdar (Eds.). Springer, 633–648. https://doi.org/10.1007/978-3-031-23020-2_36
[6]
Shyam Murthy and Srinivas Vivek. 2022. Passive Triangulation Attack on ORide. In Cryptology and Network Security - 21st International Conference, CANS 2022, Dubai, United Arab Emirates, November 13-16, 2022, Proceedings(Lecture Notes in Computer Science, Vol. 13641), Alastair R. Beresford, Arpita Patra, and Emanuele Bellini (Eds.). Springer, 167–187. https://doi.org/10.1007/978-3-031-20974-1_8
[7]
Anh Pham, Italo Dacosta, Guillaume Endignoux, Juan Ramón Troncoso-Pastoriza, Kévin Huguenin, and Jean-Pierre Hubaux. 2017. ORide: A Privacy-Preserving yet Accountable Ride-Hailing Service. In 26th USENIX Security Symposium, USENIX Security 2017, Vancouver, BC, Canada, August 16-18, 2017, Engin Kirda and Thomas Ristenpart (Eds.). USENIX Association, 1235–1252. https://www.usenix.org/conference/usenixsecurity17/technical-sessions/presentation/pham
[8]
Anh Pham, Italo Dacosta, Bastien Jacot-Guillarmod, Kévin Huguenin, Taha Hajar, Florian Tramèr, Virgil D. Gligor, and Jean-Pierre Hubaux. 2017. PrivateRide: A Privacy-Enhanced Ride-Hailing Service. PoPETs 2017, 2 (2017), 38–56. https://doi.org/10.1515/popets-2017-0015
[9]
Cyrus Shahabi, Mohammad R. Kolahdouzan, and Mehdi Sharifzadeh. 2002. A road network embedding technique for k-nearest neighbor search in moving object databases. In ACM-GIS 2002, Proceedings of the Tenth ACM International Symposium on Advances in Geographic Information Systems, McLean, VA (near Washington, DC), USA, USA, November 8-9, 2002, Agnès Voisard and Shu-Ching Chen (Eds.). ACM, 94–10. https://doi.org/10.1145/585147.585167
[10]
Srinivas Vivek. 2021. Attacks on a Privacy-Preserving Publish-Subscribe System and a Ride-Hailing Service. In Cryptography and Coding - 18th IMA International Conference, IMACC 2021, Virtual Event, December 14-15, 2021, Proceedings(Lecture Notes in Computer Science, Vol. 13129), Maura B. Paterson (Ed.). Springer, 59–71. https://doi.org/10.1007/978-3-030-92641-0_4
[11]
F. Wang, H. Zhu, X. Liu, R. Lu, F. Li, H. Li, and S. Zhang. 2018. Efficient and Privacy-Preserving Dynamic Spatial Query Scheme for Ride-Hailing Services. IEEE Transactions on Vehicular Technology 67, 11 (2018), 11084–11097.
[12]
Wikipedia. [n. d.]. Coupon collector’s problem. https://en.wikipedia.org/wiki/Coupon_collector%27s_problem Retrieved: November 30, 2021.
[13]
Hongcheng Xie, Zizhuo Chen, Yu Guo, Qin Liu, and Xiaohua Jia. 2022. Privacy-Preserving Online Ride-Hailing Matching System with an Untrusted Server. In Network and System Security - 16th International Conference, NSS 2022, Denarau Island, Fiji, December 9-12, 2022, Proceedings(Lecture Notes in Computer Science, Vol. 13787), Xingliang Yuan, Guangdong Bai, Cristina Alcaraz, and Suryadipta Majumdar (Eds.). Springer, 429–442. https://doi.org/10.1007/978-3-031-23020-2_24
[14]
Hongcheng Xie, Yu Guo, and Xiaohua Jia. 2021. A Privacy-Preserving Online Ride-Hailing System Without Involving a Third Trusted Server. IEEE Trans. Inf. Forensics Secur. 16 (2021), 3068–3081. https://doi.org/10.1109/TIFS.2021.3065832
[15]
H. Yu, X. Jia, H. Zhang, X. Yu, and J. Shu. 2019. PSRide: Privacy-Preserving Shared Ride Matching for Online Ride Hailing Systems. IEEE Transactions on Dependable and Secure Computing (2019), 1–1.
[16]
Haining Yu, Jiangang Shu, Xiaohua Jia, Hongli Zhang, and Xiangzhan Yu. 2019. lpRide: Lightweight and Privacy-Preserving Ride Matching Over Road Networks in Online Ride Hailing Systems. IEEE Trans. Vehicular Technology 68, 11 (2019), 10418–10428.

Cited By

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  • (2025)Efficient and Privacy-Preserving Ride Matching Over Road Networks Against Malicious ORH ServerIEEE Transactions on Information Forensics and Security10.1109/TIFS.2025.354445320(2372-2386)Online publication date: 2025
  • (2024)Zone Recovery Attack on a Secure Privacy-Preserving Ride-Matching ProtocolInformation Systems Security10.1007/978-3-031-80020-7_19(330-337)Online publication date: 16-Dec-2024
  • (2023)Attack on the Privacy-Preserving Carpooling Service TAROTInformation Systems Security10.1007/978-3-031-49099-6_15(249-258)Online publication date: 16-Dec-2023

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  1. Attack on “A Privacy-Preserving Online Ride-Hailing System Without Involving a Third Trusted Server”

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    cover image ACM Other conferences
    ARES '23: Proceedings of the 18th International Conference on Availability, Reliability and Security
    August 2023
    1440 pages
    ISBN:9798400707728
    DOI:10.1145/3600160
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Publication History

    Published: 29 August 2023

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    Author Tags

    1. Attack.
    2. Privacy
    3. Ride-Hailing Services

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    • Short-paper
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    • IIIT Bangalore

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    ARES 2023

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    Overall Acceptance Rate 228 of 451 submissions, 51%

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    View all
    • (2025)Efficient and Privacy-Preserving Ride Matching Over Road Networks Against Malicious ORH ServerIEEE Transactions on Information Forensics and Security10.1109/TIFS.2025.354445320(2372-2386)Online publication date: 2025
    • (2024)Zone Recovery Attack on a Secure Privacy-Preserving Ride-Matching ProtocolInformation Systems Security10.1007/978-3-031-80020-7_19(330-337)Online publication date: 16-Dec-2024
    • (2023)Attack on the Privacy-Preserving Carpooling Service TAROTInformation Systems Security10.1007/978-3-031-49099-6_15(249-258)Online publication date: 16-Dec-2023

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