BSCA-P: privacy preserving coalition formation

  • Authors:
  • Bastian Blankenburg;Matthias Klusch

  • Affiliations:
  • DFKI – German Research Center for Artificial Intelligence, Saarbrücken, Germany;DFKI – German Research Center for Artificial Intelligence, Saarbrücken, Germany

  • Venue:
  • MATES'05 Proceedings of the Third German conference on Multiagent System Technologies
  • Year:
  • 2005

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Abstract

In the setting of cooperation of rational web service agents via coalition formation, we devise an algorithm BSCA-P to form recursively bilateral Shapley value stable coalitions. The main focus lies on privacy aspects: we show that the BSCA-P enables the formation of subgame stable and individually rational coalitions while hiding absolute coalition values and payoffs, as well as allowing for anonymous service requests and access.