MISC

2010年5月17日

Probabilistic anonymity via coalgebraic simulations

Theoretical Computer Science
  • Hasuo Ichiro
  • ,
  • Kawabe Yoshinobu
  • ,
  • Sakurada Hideki

411
22
開始ページ
2239
終了ページ
2259
記述言語
英語
掲載種別
DOI
10.1016/j.tcs.2010.01.031
出版者・発行元
Elsevier B.V.

There is a growing concern about anonymity and privacy on the Internet, resulting in lots of work on formalization and verification of anonymity. In particular, the importance of probabilistic aspects of anonymity has recently been highlighted by many authors. Several different notions of "probabilistic anonymity" have been studied so far, but proof methods for such probabilistic notions have not yet been elaborated. In this paper we introduce a simulation-based proof method for one notion of probabilistic anonymity introduced by Bhargava and Palamidessi, called strong probabilistic anonymity. The method is a probabilistic adaptation of the one by Kawabe, Sakurada et al. for non-deterministic anonymity; anonymity of a protocol is proved by finding a forward/backward simulation between certain automata. For the jump from non-determinism to probability we exploit a generic, coalgebraic theory of traces and simulations developed by Hasuo, Jacobs and Sokolova. In particular, an appropriate notion of probabilistic simulation is obtained as an instantiation of the generic definition, for which soundness theorem comes for free. Additionally, we show how we can use a similar idea to verify a weaker notion of probabilistic anonymity called probable innocence.

リンク情報
DOI
https://doi.org/10.1016/j.tcs.2010.01.031
DBLP
https://dblp.uni-trier.de/rec/journals/tcs/HasuoKS10
CiNii Articles
http://ci.nii.ac.jp/naid/120002511338
CiNii Books
http://ci.nii.ac.jp/ncid/AA00862688
URL
http://hdl.handle.net/2433/128862
ID情報
  • DOI : 10.1016/j.tcs.2010.01.031
  • ISSN : 0304-3975
  • DBLP ID : journals/tcs/HasuoKS10
  • CiNii Articles ID : 120002511338
  • CiNii Books ID : AA00862688

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