DocumentCode
1389869
Title
A Cloud-Based Scheme for Protecting Source-Location Privacy against Hotspot-Locating Attack in Wireless Sensor Networks
Author
Mahmoud, Mohamed M E A ; Shen, Xuemin
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Volume
23
Issue
10
fYear
2012
Firstpage
1805
Lastpage
1818
Abstract
In wireless sensor networks, adversaries can make use of the traffic information to locate the monitored objects, e.g., to hunt endangered animals or kill soldiers. In this paper, we first define a hotspot phenomenon that causes an obvious inconsistency in the network traffic pattern due to the large volume of packets originating from a small area. Second, we develop a realistic adversary model, assuming that the adversary can monitor the network traffic in multiple areas, rather than the entire network or only one area. Using this model, we introduce a novel attack called Hotspot-Locating where the adversary uses traffic analysis techniques to locate hotspots. Finally, we propose a cloud-based scheme for efficiently protecting source nodes´ location privacy against Hotspot-Locating attack by creating a cloud with an irregular shape of fake traffic, to counteract the inconsistency in the traffic pattern and camouflage the source node in the nodes forming the cloud. To reduce the energy cost, clouds are active only during data transmission and the intersection of clouds creates a larger merged cloud, to reduce the number of fake packets and also boost privacy preservation. Simulation and analytical results demonstrate that our scheme can provide stronger privacy protection than routing-based schemes and requires much less energy than global-adversary-based schemes.
Keywords
cloud computing; data privacy; telecommunication computing; telecommunication network routing; telecommunication traffic; wireless sensor networks; cloud-based scheme; data transmission; energy cost reduction; fake traffic; global-adversary-based schemes; hotspot-locating attack; network traffic pattern; privacy preservation; realistic adversary model; routing-based schemes; source node location privacy protection; traffic analysis techniques; wireless sensor networks; Correlation; Cryptography; Data privacy; Monitoring; Privacy; Wireless communication; Wireless sensor networks; Wireless sensor network privacy; and anonymity; context privacy; source-location privacy-preserving schemes;
fLanguage
English
Journal_Title
Parallel and Distributed Systems, IEEE Transactions on
Publisher
ieee
ISSN
1045-9219
Type
jour
DOI
10.1109/TPDS.2011.302
Filename
6095543
Link To Document