Data-driven Software Defined Network Attack Detection : State-of-the-Art and Perspectives

•This paper analyzes and summarizes the characteristics of SDN data, and surveys latest network detection algorithms.•This paper proposes a novel construction method of tensor subspace, and applies it to complete SDN attack detection.•This paper proposes a general data-driven SDN network attack detection architecture.