Securing Graph Neural Networks in MLaaS: A Comprehensive Realisation of Query-based Integrity Verification

Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan
May, 2024
PDF
Type
Conference paper
Publication
IEEE Symposium on Security and Privacy (S&P), IEEE S&P, San Francisco, CA, USA, May 20-22, 2024 (CORE A*)
graph neural networks security integrity verification
Bang Wu
Bang Wu
Postdoc @ CSIRO’s Data61

My research interests include machine learning, security and privacy of machine learning.

Shirui Pan
Shirui Pan
Professor | ARC Future Fellow

My research interests include data mining, machine learning, and graph analysis.