Nov 14, 2011 · We present a new model for privacy-aware mechanism design, where we only assume an upper bound on the agents' loss due to leakage, as opposed to ...

We propose a new model of privacy-aware agents where agents need only have a conservative upper bound on how loss of privacy adversely affects their utility.

We present a new model for privacy-aware mechanism design, where we only assume an upper bound on the agents' loss due to leakage, as opposed to previous work ...

A new model of privacy-aware agents where agents need only have a conservative upper bound on how loss of privacy adversely affects their utility is ...

Mechanism design deals with distributed algorithms that are executed with self-interested agents. The designer, whose objective is to optimize some function ...

Nov 8, 2022 · This paper builds upon it by introducing a new interpolation procedure in the numerical design process that allows for a far more efficient privacy analysis.

This paper is a survey of recent work at the intersection of mechanism design and privacy. The connection is a natural one, but its study has been ...

We then show how privacy-aware design principles lead to novel system architectures that realize the benefits of demand response without requiring that AMI data ...

(2006), is a framework to characterize the privacy risk of a given algorithm, and offers techniques to design mechanisms which limit privacy loss. DP methods ...

Although our recommender mechanisms are designed to satisfy game-theoretic properties, our solution ends up satis- fying a strong privacy property as well. No ...