Title :
Bi-directional RPROB-based Location Anonymizer System for Location-Based Services
Author :
Tran, Minh-Triet ; Luong, Vi-Minh ; Duong, Anh-Duc ; Echizen, Isao
Author_Institution :
Univ. of Sci., Ho Chi Minh City, Vietnam
fDate :
June 29 2010-July 1 2010
Abstract :
We propose RBLA2, a Bi-directional RPROB-based Location Anonymizer system for location-based services. Our proposed system provides location privacy not only when users are forwarding requests to location-based services but also when these services deliver messages to the users using two similarly structured components that are based on a RPROB framework and global dummy generation. The system overcomes the imprecision of the query result and any inefficiencies due to a large number of candidates in the query result of the existing obfuscation or spatial cloaking techniques. Our system can guarantee the probabilistic-real-time property to deliver any request or response message within a maximum delay with a high probability using dummy generation. Our analysis and evaluation has shown that the system can guarantee location privacy for users against a global active adversary while providing low latency, which is an essential requirement in location-based services but cannot be satisfied when using general-purpose mix-net systems. Furthermore, the system also provides every user with the flexibility to define and update his/her own location privacy map.
Keywords :
data privacy; mobile computing; RBLA2; bi-directional RPROB-based location anonymizer system; general-purpose mix-net systems; global dummy generation; location privacy map; location-based services; probabilistic-real-time property; query; spatial cloaking techniques; Argon; Bidirectional control; Computer crime; Cryptography; Delay; Privacy; Probability; Location anonymizer; RBLA2; RPROB; location-based service; location-hiding property;
Conference_Titel :
Computer and Information Technology (CIT), 2010 IEEE 10th International Conference on
Conference_Location :
Bradford
Print_ISBN :
978-1-4244-7547-6
DOI :
10.1109/CIT.2010.179