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Zhe Hou

Griffith University

SCHOLARLY PAPERS

6

DOWNLOADS

544

TOTAL CITATIONS

2

Scholarly Papers (6)

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1.

Graph-Based Visual Techniques for Detecting Suspicious Nodes in Blockchain Networks

Number of pages: 16 Posted: 29 Jan 2025
Samantha Jeyakumar, Eugene Yugarajah Andrew Charles, Zhe Hou, Marimuthu Palaniswami and Vallipuram Muthukkumarasamy
affiliation not provided to SSRN, University of Jaffna, Griffith University, University of Melbourne and Griffith University
Downloads 121 (596,393)

Abstract:

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blockchain, graph-based visualization, behavioral patterns, financial crimes, and graph modelling algorithms

2.

A Graph-Based Visual Modeling for Enhancing Suspicious Node Detection in Blockchain Networks

Number of pages: 16 Posted: 18 Oct 2023
Samantha Jeyakumar, Eugene Yugarajah Andrew Charles, Zhe Hou, Marimuthu Palaniswami and Vallipuram Muthukkumarasamy
affiliation not provided to SSRN, University of Jaffna, Griffith University, University of Melbourne and Griffith University
Downloads 120 (600,462)

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blockchain, graph-based visualization, behavioral patterns, financial crimes, and algorithms

3.

A Graph Neural Network Approach to Cluster User Behaviours in Decentralised Finance

Number of pages: 45 Posted: 18 Oct 2025
Dorottya Zelenyanszki, Zhe Hou, Kamanashis Biswas and Vallipuram Muthukkumarasamy
affiliation not provided to SSRN, Griffith University, affiliation not provided to SSRN and Griffith University
Downloads 119 (608,822)

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Blockchain, user behaviour, DeFi, clustering, GNN

4.

Ltl-Based Runtime Verification Framework for Cyber-Attack Anomaly Prediction in Cyber-Physical Systems

Number of pages: 39 Posted: 02 May 2024
Ayodeji James Akande, Ernest Foo, Zhe Hou and Qinyi Li
affiliation not provided to SSRN, Griffith University, Griffith University and affiliation not provided to SSRN
Downloads 103 (689,572)
Citation 1

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Runtime verificationLinear temporal logicCyber-physical systemsCybersecurityCritical Infrastructure

5.

A Graph Representation Framework for Encrypted Network Traffic Classification

Number of pages: 17 Posted: 12 Jul 2024
Zulu Okonkwo, Ernest Foo, Zhe Hou, Qinyi Li and Zahra Jadidi
affiliation not provided to SSRN, Griffith University, Griffith University, affiliation not provided to SSRN and Griffith University
Downloads 44 (1,133,231)
Citation 1

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Network Traffic Classification, Encryption, machine learning, deep learning, Internet Security, Graph Neural Networks

6.

Multi-Agent Reinforcement Curriculum Learning for Real Unmanned Ground Vehicles

Number of pages: 33 Posted: 18 Aug 2025
Timothy Mead, Zhe Wang, Ernest Foo, Jin Song Dong, Naipeng Dong, Ryan KL Ko, Abigail MY Koay, Kien Nguyen, Yue Xu, Junae Kim, Stephen Bornstein and Zhe Hou
Griffith University, Griffith University, Griffith University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Queensland - School of Information Technology and Electrical Engineering, affiliation not provided to SSRN, Queensland University of Technology, Queensland University of Technology, Defence Science and Technology Group, affiliation not provided to SSRN and Griffith University
Downloads 37 (1,222,651)

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multi-agent, Reinforcement Learning, curriculum learning, unmanned ground vehicles, Autonomous Systems, Robotics