Minhui Xue

Commonwealth Scientific and Industrial Research Organisation — Australia

Computer Science · Physical Sciences

28h-index4.0kcitations190works3.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Adversarial Robustness in Machine Learning(71), Advanced Malware Detection Techniques(52), Privacy-Preserving Technologies in Data(33), Network Security and Intrusion Detection(29), Anomaly Detection Techniques and Applications(24)

Publications190 total

Bones of Contention: Exploring Query-Efficient Attacks Against Skeleton Recognition Systems
IEEE Transactions on Information Forensics and Security·2025
LAMPS '25: ACM CCS Workshop on Large AI Systems and Models with Privacy and Security Analysis
2025
Online Streaming Sampling Publication Method Over Sliding Windows With Differential Privacy
IEEE Transactions on Dependable and Secure Computing·2025· 2 cited
Optimizing Energy Efficiency with QoE-Awareness in Multi-Access Edge Computing
2025
Near-Optimal Algorithms for Instance-Level Constrained <i>k</i>-Center Clustering
IEEE Transactions on Neural Networks and Learning Systems·2025
Edge Unlearning is Not “on Edge”! an Adaptive Exact Unlearning System on Resource-Constrained Devices
2025· 4 cited
Codebreaker: Dynamic Extraction Attacks on Code Language Models
2025· 1 cited
Modifier Unlocked: Jailbreaking Text-to-Image Models Through Prompts
2025· 1 cited
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift
arXiv (Cornell University)·2025Open Access
AI Model Modulation with Logits Redistribution
2025Open Access
50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications
2025· 5 citedOpen Access
Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems
arXiv (Cornell University)·2025Open Access
Leakage-Resilient and Carbon-Neutral Aggregation Featuring the Federated AI-Enabled Critical Infrastructure
IEEE Transactions on Dependable and Secure Computing·2025· 13 cited
CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization
arXiv (Cornell University)·2025Open Access
Bones of Contention: Exploring Query-Efficient Attacks against Skeleton Recognition Systems
arXiv (Cornell University)·2025Open Access
PriDM: Effective and Universal Private Data Recovery via Diffusion Models
IEEE Transactions on Dependable and Secure Computing·2025· 2 cited
The Philosopher's Stone: Trojaning Plugins of Large Language Models
2025· 8 citedOpen Access
Reinforcement Unlearning
2025· 1 citedOpen Access
TruVRF: Toward Triple-Granularity Verification on Machine Unlearning
IEEE Transactions on Information Forensics and Security·2025· 1 citedOpen Access
TrapNet: Model Inversion Defense via Trapdoor
IEEE Transactions on Information Forensics and Security·2025· 5 cited
page 1 of 10Next →

Frequent Co-authors

Yang Liu(14), Haojin Zhu(13), Lei Ma(11), Felix Juefei-Xu(9), Jianjun Zhao(9), Sen Chen(9), Benjamin Zi Hao Zhao(8), Lihua Xu(8), Shaofeng Li(7), Ruoxi Sun(7), Lingling Fan(6), Xiaofei Xie(4), Jianxiong Yin(4), Simon See(4), Fuyuan Zhang(4), Yadong Wang(4), Sheng Wen(4), Keith W. Ross(4), Damith C. Ranasinghe(4), Haifeng Qian(4)