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Bang Wu

Bang Wu

Assistant Prof @ RMIT

Monash University

Faculty of IT

    Interests
    • Machine Learning
    • Security
    • Privacy of Machine Learning
    Education
    • PhD, 2020-2023

      Monash University

    • M.S in Electrical Engineering, 2018

      The University of Melbourne

    • B.S in Electrical Engineering, 2015

      Nanjing University of Aeronautics and Astronautics

    Latest

    • Trustworthy Graph Neural Networks: Aspects, Methods and Trends
    • Securing Graph Neural Networks in MLaaS: A Comprehensive Realisation of Query-based Integrity Verification
    • GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks
    • Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
    • Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation
    • Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications
    • Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks

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