SC²ale: Secure Collaborative Computation at Scale

TInvited Talks

• "Oblivious Inference on Graph Neutral Network", invited speaker at the National Research Center on Digital Trust, Nanyang Technological University, Singapore, 2026.
• "SIGuard: Guarding Secure Inference with Post Data Privacy", invited speaker at PolyUHK, 2026.
• "SIGuard: Guarding Secure Inference with Post Data Privacy", invited speaker at UQ Data Science Discipline Seminar Series - Responsible AI, University of Queensland, 2026.
• "SIGuard: Guarding Secure Inference with Post Data Privacy", invited keynote speaker at 3rd AsiaCCS 2025 Workshop on Secure and Trustworthy Deep Learning Systems (SecTL), 2025.
• "SIGuard: Guarding Secure Inference with Post Data Privacy", invited speaker at the AAII Research Seminar, University of Technology Sydney, 2025.
• Invited panelist about "QoS Meets Privacy: Balancing Performance, Privacy, and Trust in Modern Systems" at IEEE/ACM International Symposium on Quality of Service (IWQoS), 2025.
• Invited panelist at the Second Symposium on Digital Trust, Nanyang Technological University, 2025.
• "SIGuard: Guarding Secure Inference with Post Data Privacy", invited speaker at the Strategic Centre for Research in Privacy-Preserving Technologies & Systems (SCRiPTS), Nanyang Technological University, 2025.
• "SIGuard: Guarding Secure Inference with Post Data Privacy", invited speaker at Shanghai Jiao Tong University, 2025.
• "Secure Inference as a Service with End-to-End Privacy Assurance", invited speaker and panel at the 22nd Australasian Data Science and Machine Learning Conference (AusDM'24), 2024.
• "Introduction to Computing Technology", invited speaker at RMIT China Webinar for High School Students, 2024.
• "Introduction to Computing Technology", invited speaker at RMIT China Open Day, 2024.
• "Introduction to Computing Technology", invited speaker at RMIT Can-Achieve 2024 VIP Counsellor Trip, 2024.
• "Privacy Preserving Deep Learning powered Medical Diagnostic Services", invited speaker at La Trobe University, 2022.
• "Privacy Preserving Deep Learning powered Medical Diagnostic Services", invited speaker at Macquarie University, 2022.
• "Privacy Preserving Deep Learning powered Medical Diagnostic Services", invited speaker at Cloud System Security Student Seminar, RMIT University, 2022.
• "Privacy Preserving Deep Learning powered Medical Diagnostic Services and Applications", invited speaker at International Workshop of Clinical Research and Intelligent Digital Health, Victoria University, 2021.
• "Privacy Preserving Collaborative Medical Time Series Analysis Based on Dynamic Time Warping", invited speaker at Cloud System Security Student Seminar, RMIT University, 2020.
• "MediSC: Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service", conference presentation at ESORICS 2021.