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» Is privacy compatible with truthfulness
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IACR
2011
87views more  IACR 2011»
12 years 4 months ago
Is privacy compatible with truthfulness?
In the area of privacy-preserving data mining, a differentially private mechanism intuitively encourages people to share their data truthfully because they are at little risk of ...
David Xiao
CSCLP
2006
Springer
13 years 8 months ago
Distributed Forward Checking May Lie for Privacy
DisFC is an ABT-like algorithm that, instead of sending the value taken by the high priority agent, it sends the domain of the low priority agent that is compatible with that value...
Ismel Brito, Pedro Meseguer
WINE
2005
Springer
149views Economy» more  WINE 2005»
13 years 10 months ago
Enforcing Truthful Strategies in Incentive Compatible Reputation Mechanisms
Abstract. We commonly use the experience of others when taking decisions. Reputation mechanisms aggregate in a formal way the feedback collected from peers and compute the reputati...
Radu Jurca, Boi Faltings
AAAI
2012
11 years 7 months ago
A Robust Bayesian Truth Serum for Small Populations
Peer prediction mechanisms allow the truthful elicitation of private signals (e.g., experiences, or opinions) in regard to a true world state when this ground truth is unobservabl...
Jens Witkowski, David C. Parkes
SOCIALCOM
2010
12 years 11 months ago
Incentive Compatible Distributed Data Mining
Abstract--In this paper, we propose a game-theoretic mechanism to encourage truthful data sharing for distributed data mining. Our proposed mechanism uses the classic VickreyClarke...
Murat Kantarcioglu, Robert Nix