Title :
θ-Rand: Random noise-based location obfuscation based on circle sectors
Author :
Wightman, P. ; Zurbaran, M. ; Zurek, E. ; Salazar, Addisson ; Jabba, D. ; Jimeno, M.
Author_Institution :
Dept. de Ing. de Sist., Univ. del Norte, Barranquilla, Colombia
Abstract :
Location-Based Information Systems have been increasingly adopted by users of both modern Web applications and mobile phones, this last group being the more susceptible for geographic tracking due to their devices´ ability to calculate their location in real time via GPS or other positioning technique. This information needs to be protected, while still being available to the service provider so services can be offered. This paper presents a new random noise-based location obfuscation technique to alter the real location of the user, based on the N-RAND technique, while being more resistant to noise filtering than its predecessor. Results show that the θ-RAND technique can reduce by 20% the amount of noise filtered by an exponential moving average filtering technique.
Keywords :
data protection; filtering theory; geographic information systems; moving average processes; random noise; signal denoising; θ-RAND technique; GPS; N-RAND technique; Web applications; circle sectors; exponential moving average filtering technique; filtered noise reduction; geographic tracking; information protection; location-based information systems; mobile phones; noise filtering; positioning technique; random noise-based location obfuscation technique; service provider; user location calculation; Algorithm design and analysis; Estimation; Filtering; Industrial electronics; Information systems; Noise; Privacy; exponential moving average; noise filter; privacy;
Conference_Titel :
Industrial Electronics and Applications (ISIEA), 2013 IEEE Symposium on
Conference_Location :
Kuching
Print_ISBN :
978-1-4799-1124-0
DOI :
10.1109/ISIEA.2013.6738976