activity
20182021
most citedUncertainty Aware Semi-Supervised Learning on Graph Data

53 citations · 119 across the 9 of their papers we have counts for

collaborators

20 papers

cs.GT20212 cited

Foureye: Defensive Deception based on Hypergame Theory Against Advanced Persistent Threats

Zelin Wan, Jin-Hee Cho, Mu Zhu +3

Defensive deception techniques have emerged as a promising proactive defense mechanism to mislead an attacker and thereby achieve attack failure. However, most game-theoretic defen…

cs.CR2021

Game-Theoretic and Machine Learning-based Approaches for Defensive Deception: A Survey

Mu Zhu, Ahmed H. Anwar, Zelin Wan +3

Defensive deception is a promising approach for cyber defense. Via defensive deception, the defender can anticipate attacker actions; it can mislead or lure attacker, or hide real…

cs.LG2020

Multidimensional Uncertainty-Aware Evidential Neural Networks

Yibo Hu, Yuzhe Ou, Xujiang Zhao +2

Traditional deep neural networks (NNs) have significantly contributed to the state-of-the-art performance in the task of classification under various application domains. However,…

cs.SI2020

A Survey on Centrality Metrics and Their Implications in Network Resilience

Zelin Wan, Yash Mahajan, Beom Woo Kang +2

Centrality metrics have been used in various networks, such as communication, social, biological, geographic, or contact networks. In particular, they have been used in order to st…

cs.LG202053 cited

Uncertainty Aware Semi-Supervised Learning on Graph Data

Xujiang Zhao, Feng Chen, Shu Hu +1

Thanks to graph neural networks (GNNs), semi-supervised node classification has shown the state-of-the-art performance in graph data. However, GNNs have not considered different ty…

cs.CR20203 cited

Diversity-By-Design for Dependable and Secure Cyber-Physical Systems: A Survey

Qisheng Zhang, Abdullah Zubair Mohammed, Zelin Wan +2

Diversity-based security approaches have been studied for several decades since the 1970's. The concept of diversity-by-design emerged in the 1980's and, since then, diversity-base…