TY - GEN
T1 - A privacy-preserving location-based alert system
AU - Ghinita, Gabriel
AU - Rughinis, Razvan
PY - 2013
Y1 - 2013
N2 - Monitoring user location updates has important applications in public safety, national security, etc. However, sensitive information can be derived from movement patterns, so user locations must be disclosed only when some condition is met, for instance in proximity of a disaster area. Searchable encryption techniques provide provable guarantees for privacy, and allow decryption only when the location satisfies some predicate. Nevertheless, they rely on expensive pairing-based cryptography, and direct application to location updates leads to impractical solutions. We propose an efficient technique that leads to significant gains in performance by reducing the amount of pairing operations. We also implement an optimization that reuses results to expensive mathematical operations. Experimental results show that the proposed techniques significantly improve performance compared to the baseline.
AB - Monitoring user location updates has important applications in public safety, national security, etc. However, sensitive information can be derived from movement patterns, so user locations must be disclosed only when some condition is met, for instance in proximity of a disaster area. Searchable encryption techniques provide provable guarantees for privacy, and allow decryption only when the location satisfies some predicate. Nevertheless, they rely on expensive pairing-based cryptography, and direct application to location updates leads to impractical solutions. We propose an efficient technique that leads to significant gains in performance by reducing the amount of pairing operations. We also implement an optimization that reuses results to expensive mathematical operations. Experimental results show that the proposed techniques significantly improve performance compared to the baseline.
KW - location privacy
KW - pairing-based cryptography
UR - http://www.scopus.com/inward/record.url?scp=84893464480&partnerID=8YFLogxK
U2 - 10.1145/2525314.2525453
DO - 10.1145/2525314.2525453
M3 - Conference contribution
AN - SCOPUS:84893464480
SN - 9781450325219
T3 - GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems
SP - 422
EP - 425
BT - 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2013
T2 - 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2013
Y2 - 5 November 2013 through 8 November 2013
ER -