DocumentCode :
88541
Title :
Preventing Timing Analysis in Networks: A Statistical Inference Perspective
Author :
Kadloor, S. ; Venkitasubramaniam, Parv ; Kiyavash, Negar
Author_Institution :
Electr. & Comput. Eng., Univ. of Illinois, Champaign, IL, USA
Volume :
30
Issue :
5
fYear :
2013
fDate :
Sept. 2013
Firstpage :
76
Lastpage :
85
Abstract :
Information security requires the protection of not only the contents of data transmitted but also the timing of network operations. Knowledge of timing alone can reveal to an adversary the nature of users\´ online behavior, including, but not restricted to, Web sites accessed, recipients of e-mails and chat messages, financial resources considered, and more. It is imperative that current network protocols be redesigned to prevent the retrieval of packet timing in a network and limit the "networking" information inferable from the timing. Timing information can be retrieved by adversaries both passive and active: active adversaries masquerade as network users and retrieve the timing of other legitimate users using delays experienced at shared schedulers, while passive adversaries utilize sophisticated snooping equipment to detect timing without actively participating in the network. In this article, a signal processing perspective is presented to study the protection against each kind of adversary, and a path to a unified solution to prevent timing analysis is discussed. Such unified scheduling strategies are shown to require a limited transmission of "dummy" packets to obfuscate the information retrieved by any adversary.
Keywords :
scheduling; security of data; signal processing; Web sites; active adversaries; chat messages; dummy packets; e-mails; information security; network operations; online behavior; passive adversaries; signal processing; statistical inference; timing analysis; timing information; unified scheduling; Computer security; DSL; Data mining; Data privacy; Information security; Internet; Privacy; Web sites;
fLanguage :
English
Journal_Title :
Signal Processing Magazine, IEEE
Publisher :
ieee
ISSN :
1053-5888
Type :
jour
DOI :
10.1109/MSP.2013.2261131
Filename :
6582730
Link To Document :
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