SPP-CNN: An Efficient Framework for Network Robustness Prediction

no code implementations • 13 May 2023 • Chengpei Wu, Yang Lou, Lin Wang, Junli Li, Xiang Li, Guanrong Chen

This paper addresses the robustness of a network to sustain its connectivity and controllability against malicious attacks.

CNN-based Prediction of Network Robustness With Missing Edges

no code implementations • 25 Aug 2022 • Chengpei Wu, Yang Lou, Ruizi Wu, Wenwen Liu, Junli Li

In this paper, we investigate the performance of CNN-based approaches for connectivity and controllability robustness prediction, when partial network information is missing, namely the adjacency matrix is incomplete.