On Distributed Optimization in the Presence of Malicious Agents
On Distributed Optimization in the Presence of Malicious Agents
In this paper, we consider an unconstrained distributed optimization problem over a network of agents, in which some agents are adversarial. We solve the problem via gradient-based distributed optimization algorithm and characterize the effect of the adversarial agents on the convergence of the algorithm to the optimal solution. The attack …