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eess.SY2019
Privacy of Agents' Costs in Peer-to-Peer Distributed Optimization
Nirupam Gupta, Nikhil Chopra
In this paper, we propose a protocol that preserves (statistical) privacy of agents' costs in peer-to-peer distributed optimization against a passive adversary that corrupts certai…
eess.SY2018★ 9 cited
Information-Theoretic Privacy in Distributed Average Consensus
Nirupam Gupta, Jonathan Katz, Nikhil Chopra
We present a distributed average consensus protocol that preserves the privacy of agents' inputs. Unlike the differential privacy mechanisms, the presented protocol does not affect…