On measuring network robustness for weighted networks

• Main Authors: ZHENG, Jianbing, GAO, Ming, LIM, Ee-peng, LO, David, JIN, Cheqing, ZHOU, Aoying
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: 2-step commute probability; Normalized Laplacian matrix; R-energy; Weighted network; Databases and Information Systems; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7233; https://ink.library.smu.edu.sg/context/sis_research/article/8236/viewcontent/203423942_On_Measuring_Network_Robustness_for_Weighted_Networks.pdf
• Institution: Singapore Management University

Network robustness measures how well network structure is strong and healthy when it is under attack, such as vertices joining and leaving. It has been widely used in many applications, such as information diffusion, disease transmission, and network security. However, existing metrics, including no...