Scholar
Xingliang Yuan
Google Scholar ID: 81yWaCoAAAAJ
School of Computing and Information Systems, University of Melbourne
Secure Networked System
Encrypted Databases
Trustworthy ML/AI
AI Safety
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Citations & Impact
All-time
Citations
4,406
H-index
35
i10-index
79
Publications
20
Co-authors
15
list available
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Publications
19 items
SoK: Attack and Defense Landscape of Mobile On-device AI Systems
2026
Cited
0
DPAgent-in-the-Middle: Agentic Defense and Repair Against AI-Groomed Deceptive Patterns
2026
Cited
0
From Risk Classification to Action Plan Remediation: A Guardrail Feedback Driven Framework for LLM Agents
2026
Cited
0
Rethinking the Security of DP-SGD: A Corrected Analysis of Differentially Private Machine Learning
2026
Cited
0
Let's Roll a BiFTA: Bi-refinement for Fine-grained Text-visual Alignment in Vision-Language Models
2026
Cited
0
Keep the Lights On, Keep the Lengths in Check: Plug-In Adversarial Detection for Time-Series LLMs in Energy Forecasting
2025
Cited
0
PrivTune: Efficient and Privacy-Preserving Fine-Tuning of Large Language Models via Device-Cloud Collaboration
2025
Cited
0
From Description to Detection: LLM based Extendable O-RAN Compliant Blind DoS Detection in 5G and Beyond
2025
Cited
0
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Resume (English only)
Academic Achievements
Awarded ARC Future Fellowship (July 2024)
Multiple papers accepted by top-tier security conferences, including USENIX Security'25, NDSS'25, IEEE S&P'24 (Oakland), ACM AsiaCCS'25, IEEE ICDE'24, etc.
Appointed as Area Editor (Security, Privacy, and Trust) for IEEE Transactions on Service Computing (starting July 2025)
General Co-Chair for RAID'25
TPC member for IEEE S&P'25 and NDSS'25
Track Co-Chair for IEEE ICDCS'24 (Security, Privacy, and Trust in Distributed Systems)
Co-authors
15 total
Cong Wang
Department of Computer Science, City University of Hong Kong
Joseph K. Liu
Full Professor, Faculty of IT, Monash University
Shangqi Lai
CSIRO's Data61
Yifeng Zheng
The Hong Kong Polytechnic University
Yi Liu
Department of Computer Science, City University of Hong Kong
Co-author 6
Surya Nepal
CSIRO’s Data61, Australia
Co-author 8