A look ahead approach to secure multi-party protocols

Nergiz, Mehmet Ercan and Çiçek, Ercüment Abdullah and Saygın, Yücel (2009) A look ahead approach to secure multi-party protocols. [Working Paper / Technical Report] Sabanci University ID:SU_FENS_2009/0003

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Secure multi-party protocols have been proposed to enable non-colluding parties to cooperate without a trusted server. Even though such protocols prevent information disclosure other than the objective function, they are quite costly in computation and communication. Therefore, the high overhead makes it necessary for parties to estimate the utility that can be achieved as a result of the protocol beforehand. In this paper, we propose a look ahead approach, specifically for secure multi-party protocols to achieve distributed k-anonymity, which helps parties to decide if the utility benefit from the protocol is within an acceptable range before initiating the protocol. Look ahead operation is highly localized and its accuracy depends on the amount of information the parties are willing to share. Experimental results show the effectiveness of the proposed methods.
Item Type: Working Paper / Technical Report
Uncontrolled Keywords: Secure multi party computation ¢ Distributed k-anonymity ¢ Privacy ¢ Security
Subjects: Q Science > QA Mathematics > QA075 Electronic computers. Computer science
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Computer Science & Eng.
Faculty of Engineering and Natural Sciences
Depositing User: Mehmet Ercan Nergiz
Date Deposited: 25 Jul 2009 17:25
Last Modified: 26 Apr 2022 10:47
URI: https://research.sabanciuniv.edu/id/eprint/11593

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