Xingliang Yuan

Senior Lecturer
Department of Software Systems and Cybersecurity
Monash University

Email: xingliang.yuan [at] monash.edu


Overview


I am a Senior Lecturer in the Department of Software Systems and Cybersecurity of the Faculty of Information Technology, and also the Course Director for Master of Cybersecurity at Monash University. I joined Monash since 2017 after I received my PhD degree in Computer Science from City University of Hong Kong. I have broad interests in cybersecurity, including data security and privacy, secure networked system, trustworthy machine learning, and confidential computing. My recent research focus can be found here. I am always looking for self-motivated students. Please email me your CV, transcript, research statement, english test score. Information on Monash PhD admission and scholarships can be found here, here, and here.

News


  • [Mar'24] I am invited to join the editorial board as an Associate Editor of IEEE Transactions on Service Computing.
  • [Mar'24] I am invited to serve as the special topics track co-chair (Trustworthy Machine Learning for Web Information Systems ) for WISE'24.
  • [Mar'24] Our paper "Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks" has been accepted by IEEE ICDE'24.
  • [Feb'24] Our paper "Trustworthy Graph Neural Networks: Aspects, Methods and Trends" has been accepted by Proceedings of The IEEE and been featured in the issue cover.
  • [Dec'23] I am invited as a speaker at Australasian Information Security Conference (AISC'24) on "Security Challenges on Graph Neural Networks in MLaaS".
  • [Jan'24] I am invited to serve as the TPC member for ACSAC'24.
  • [Jan'24] I am invited to serve as the track co-chair (Privacy) for IEEE PST'24.
  • [Dec'23] I am invited as a speaker at the Inaugural Symposium on Digital Trust, held by Digital Trust Centre, Nanyang Technological University.
  • [Dec'23] I will join the School of Computing and Information Systems at the University of Melbourne as an Associate Professor in 2024.
  • [Nov'23] Our paper "GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks" has been accepted by NDSS'24.
  • [Nov'23] I am invited to serve as the TPC member for IEEE EuroS&P'24.
  • [Oct'23] Our paper "Securing Graph Neural Networks in MLaaS: A Comprehensive Realisation of Query-based Integrity Verification" has been accepted by IEEE S&P'24 (Oakland).
  • [Oct'23] I am invited to serve as the track co-chair (Security, Privacy, and Trust in Distributed Systems) for IEEE ICDCS'24.
  • [Oct'23] I am invited to serve as the TPC member for USENIX Security'24.
  • [Oct'23] I am elevated to IEEE Senior Member.
  • [Aug'23] Our paper "Leakage-Abuse Attacks Against Forward and Backward Private Searchable Symmetric Encryption" has been accepted by ACM CCS'23.
  • [Aug'23] I am invited to serve as the TPC member for ACM Web'24.
  • Recent Publications (Selected)


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