This paper aims to solve a distributed learning problem under Byzantine attacks. In the underlying master-worker architecture, there exist number of unknown but malicious workers that can send arbitrary messages master deviate process, called workers. literature, total variation (TV) norm-penalized approximation formulation has been investigated alleviate effect To be specific, TV norm penalty ...