Abstract: The work considers the problem of privacy protection against adversaries in the distributed optimization. First, a differentially private distributed algorithm with Laplace noise to protect ...
Abstract: This paper focuses on Byzantine-resilient distributed optimization, aiming to minimize non-smooth strongly convex cost functions of healthy agents in adversarial environments. Therein, an ...
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