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A Control-Theoretic Approach for Location Privacy in Mobile Applications
- Source :
- CCTA 2018-2nd IEEE Conference on Control Technology and Applications, CCTA 2018-2nd IEEE Conference on Control Technology and Applications, Aug 2018, Copenhague, Denmark. pp.1488-1493, ⟨10.1109/CCTA.2018.8511409⟩, HAL, CCTA
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- International audience; The prevalent use of mobile applications using location information to improve the quality of their service has arisen privacy issues, particularly regarding the extraction of user's points on interest. Many studies in the literature focus on presenting algorithms that allow to protect the user of such applications. However, these solutions often require a high level of expertise to be understood and tuned properly. In this paper, the first control-based approach of this problem is presented. The protection algorithm is considered as the " physical " plant and its parameters as control signals that enable to guarantee privacy despite user's mobility pattern. The following of the paper presents the first control formulation of POI-related privacy measure, as well as dynamic modeling and a simple yet efficient PI control strategy. The evaluation using simulated mobility records shows the relevance and efficiency of the presented approach.
- Subjects :
- Focus (computing)
Information privacy
Service (systems architecture)
Computer science
media_common.quotation_subject
Distributed computing
020206 networking & telecommunications
02 engineering and technology
Data modeling
System dynamics
[SPI.AUTO]Engineering Sciences [physics]/Automatic
[INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]
[INFO.INFO-MC]Computer Science [cs]/Mobile Computing
Control theory
0202 electrical engineering, electronic engineering, information engineering
[INFO.INFO-SY]Computer Science [cs]/Systems and Control [cs.SY]
020201 artificial intelligence & image processing
Relevance (information retrieval)
Quality (business)
media_common
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- CCTA 2018-2nd IEEE Conference on Control Technology and Applications, CCTA 2018-2nd IEEE Conference on Control Technology and Applications, Aug 2018, Copenhague, Denmark. pp.1488-1493, ⟨10.1109/CCTA.2018.8511409⟩, HAL, CCTA
- Accession number :
- edsair.doi.dedup.....9f1b61c6a4b53dba987553bba1c318f5