Minhui Xue

CSIRO Marsfield, NSW, Australia

51 papers at tracked venues · 50 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9172-4252 ↗Google Scholar ↗Homepage ↗

Venues

S&P ×10 WWW ×9 NDSS ×8 USENIX Security ×7 AAAI ×5 CCS ×4 NeurIPS ×3 ICLR ×2 ICML ×2 RAID ×1

Frequent coauthors

Derui Wang

×11

Shuo Wang

×11

Ruoxi Sun

×8

Guangdong Bai

×7

Zhigang Lu

×6

Yuxin Cao

×6

Bo Li

×6

Yansong Gao

×5

Xingliang Yuan

×5

Hongsheng Hu

×5

Xiaoyu Xia

×4

Jieshan Chen

×4

Papers

Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach
AAAI 2026 ·
Chaoqi Jia
,
Longkun Guo
,
Kewen Liao
,
Zhigang Lu
,
Chao Chen
, Jason Xue
CoLOR-DP: Conjugate Low-Rank Differential Privacy for Structure-Aware LoRA Fine-Tuning
WWW 2026 ·
Kai Zhang
,
Yuxuan Xu
,
Wenxiang Lin
,
Chaoqun Hong
,
Pei-Wei Tsai
,
Xin Yuan
, Minhui Xue
Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
AAAI 2026 ·
Kunhao Li
,
Wenhao Li
,
Di Wu
,
Lei Yang
,
Jun Bai
,
Ju Jia
, Jason Xue
Octopus: Vehicle-to-Road Collaborative Perception for Autonomous Driving with Closed-Loop Fusion
WWW 2026 ·
Ruikun Luo
,
Jiadong Zhao
,
Peize Su
,
Jieming Yang
,
Jing Yang
,
Yuan Gao
, Minhui Xue,
Xiaoyu Xia
WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy Heterogeneity
WWW 2026 ·
Mengsha Kou
,
Xiaoyu Xia
,
Ziqi Wang
,
Ibrahim Khalil
,
Ruikun Luo
,
Jingwen Zhou
, Minhui Xue
50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications
WWW 2025 ·
Zewei Shi
,
Ruoxi Sun
,
Jieshan Chen
,
Jiamou Sun
, Minhui Xue,
Yansong Gao
,
Feng Liu
,
Xingliang Yuan
AI Model Modulation with Logits Redistribution
WWW 2025 ·
Zihan Wang
,
Zhongkui Ma
,
Xinguo Feng
,
Zhiyang Mei
,
Ethan Ma
,
Derui Wang
, Minhui Xue,
Guangdong Bai
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio-Language Models
NeurIPS 2025 ·
Weifei Jin
,
Yuxin Cao
,
Junjie Su
, Minhui Xue,
Jie Hao
,
Ke Xu
,
Jin Song Dong
,
Derui Wang
CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization
USENIX Security 2025 ·
Derui Wang
,
Kristen Moore
,
Diksha Goel
,
Minjune Kim
,
Gang Li
,
Yang Li
,
Robin Doss
, Minhui Xue,
Bo Li
,
Seyit Camtepe
,
Liming Zhu
Codebreaker: Dynamic Extraction Attacks on Code Language Models
S&P 2025 ·
Changzhou Han
,
Zehang Deng
,
Wanlun Ma
,
Xiaogang Zhu
, Minhui Xue,
Tianqing Zhu
,
Sheng Wen
,
Yang Xiang
Cross-Modal Prompt Inversion: Unifying Threats to Text and Image Generative AI Models
USENIX Security 2025 ·
Dayong Ye
,
Tianqing Zhu
,
Feng He
,
Bo Liu
, Minhui Xue,
Wanlei Zhou
E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
NeurIPS 2025 ·
Zhisheng Zhang
,
Derui Wang
,
Yifan Mi
,
Zhiyong Wu
,
Jie Gao
,
Yuxin Cao
,
Kai Ye
, Minhui Xue,
Jie Hao
Edge Unlearning is Not "on Edge"! an Adaptive Exact Unlearning System on Resource-Constrained Devices
S&P 2025 ·
Xiaoyu Xia
,
Ziqi Wang
,
Ruoxi Sun
,
Bowen Liu
,
Ibrahim Khalil
, Minhui Xue
GAP-Diff: Protecting JPEG-Compressed Images from Diffusion-based Facial Customization
NDSS 2025 ·
Haotian Zhu
,
Shuchao Pang
,
Zhigang Lu
,
Yongbin Zhou
, Minhui Xue
LAMPS '25: ACM CCS Workshop on Large AI Systems and Models with Privacy and Security Analysis
CCS 2025 ·
Kwok-Yan Lam
,
Xiaoning Liu
,
Derui Wang
,
Bo Li
,
Wenyuan Xu
,
Jieshan Chen
, Minhui Xue,
Xingliang Yuan
,
Guangdong Bai
,
Shuo Wang
Modifier Unlocked: Jailbreaking Text-to-Image Models Through Prompts
S&P 2025 ·
Shuofeng Liu
,
Mengyao Ma
, Minhui Xue,
Guangdong Bai
One Head to Rule Them All: Amplifying LVLM Safety through a Single Critical Attention Head
NeurIPS 2025 ·
Junhao Xia
,
Haotian Zhu
,
Shuchao Pang
,
Zhigang Lu
,
Bing Li
,
Yongbin Zhou
, Minhui Xue
Provably Unlearnable Data Examples
NDSS 2025 ·
Derui Wang
, Minhui Xue,
Bo Li
,
Seyit Camtepe
,
Liming Zhu
Reconstruction of Differentially Private Text Sanitization via Large Language Models
RAID 2025 ·
Shuchao Pang
,
Zhigang Lu
,
Haichen Wang
,
Peng Fu
,
Yongbin Zhou
, Minhui Xue
Reinforcement Unlearning
NDSS 2025 ·
Dayong Ye
,
Tianqing Zhu
,
Congcong Zhu
,
Derui Wang
,
Kun Gao
,
Zewei Shi
,
Sheng Shen
,
Wanlei Zhou
, Minhui Xue
The Philosopher's Stone: Trojaning Plugins of Large Language Models
NDSS 2025 ·
Tian Dong
, Minhui Xue,
Guoxing Chen
,
Rayne Holland
,
Yan Meng
,
Shaofeng Li
,
Zhen Liu
,
Haojin Zhu
Try to Poison My Deep Learning Data? Nowhere to Hide Your Trajectory Spectrum!
NDSS 2025 ·
Yansong Gao
,
Huaibing Peng
,
Hua Ma
,
Zhi Zhang
,
Shuo Wang
,
Rayne Holland
,
Anmin Fu
, Minhui Xue,
Derek Abbott
What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift
CCS 2025 ·
Jiamin Chang
,
Haoyang Li
,
Hammond Pearce
,
Ruoxi Sun
,
Bo Li
, Minhui Xue
Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems
USENIX Security 2025 ·
Weifei Jin
,
Yuxin Cao
,
Junjie Su
,
Derui Wang
,
Yedi Zhang
, Minhui Xue,
Jie Hao
,
Jin Song Dong
,
Yixian Yang
A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services
NDSS 2024 ·
Hongsheng Hu
,
Shuo Wang
,
Jiamin Chang
,
Haonan Zhong
,
Ruoxi Sun
,
Shuang Hao
,
Haojin Zhu
, Minhui Xue
AttEXplore: Attribution for Explanation with model parameters eXploration
ICLR 2024 ·
Zhiyu Zhu
,
Huaming Chen
,
Jiayu Zhang
,
Xinyi Wang
,
Zhibo Jin
, Jason Xue,
Flora D. Salim
Being Transparent is Merely the Beginning: Enforcing Purpose Limitation with Polynomial Approximation
USENIX Security 2024 ·
Shuofeng Liu
,
Zihan Wang
, Minhui Xue,
Long Wang
,
Yuanchao Zhang
,
Guangdong Bai
Bounded and Unbiased Composite Differential Privacy
S&P 2024 ·
Kai Zhang
,
Yanjun Zhang
,
Ruoxi Sun
,
Pei-Wei Tsai
,
Muneeb Ul Hassan
,
Xin Yuan
, Minhui Xue,
Jinjun Chen
CORELOCKER: Neuron-level Usage Control
S&P 2024 ·
Zihan Wang
,
Zhongkui Ma
,
Xinguo Feng
,
Ruoxi Sun
,
Hu Wang
, Minhui Xue,
Guangdong Bai
Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach
WWW 2024 ·
Nan Wu
,
Xin Yuan
,
Shuo Wang
,
Hongsheng Hu
, Minhui Xue
DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts
USENIX Security 2024 ·
Shuo Wang
,
Hongsheng Hu
,
Jiamin Chang
,
Benjamin Zi Hao Zhao
,
Qi Alfred Chen
, Minhui Xue
DeepTheft: Stealing DNN Model Architectures through Power Side Channel
S&P 2024 ·
Yansong Gao
,
Huming Qiu
,
Zhi Zhang
,
Binghui Wang
,
Hua Ma
,
Alsharif Abuadbba
, Minhui Xue,
Anmin Fu
,
Surya Nepal
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing
ICML 2024 ·
Youwei Shu
,
Xi Xiao
,
Derui Wang
,
Yuxin Cao
,
Siji Chen
, Jason Xue,
Linyi Li
,
Bo Li
Efficient Constrained K-center Clustering with Background Knowledge
AAAI 2024 ·
Longkun Guo
,
Chaoqi Jia
,
Kewen Liao
,
Zhigang Lu
, Minhui Xue
GEES: Enabling Location Privacy-Preserving Energy Saving in Multi-Access Edge Computing
WWW 2024 ·
Ziqi Wang
,
Xiaoyu Xia
, Minhui Xue,
Ibrahim Khalil
,
Minghui Liwang
,
Xun Yi
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks
NDSS 2024 ·
Bang Wu
,
He Zhang
,
Xiangwen Yang
,
Shuo Wang
, Minhui Xue,
Shirui Pan
,
Xingliang Yuan
Iterative Search Attribution for Deep Neural Networks
ICML 2024 ·
Zhiyu Zhu
,
Huaming Chen
,
Xinyi Wang
,
Jiayu Zhang
,
Zhibo Jin
, Jason Xue,
Jun Shen
LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs
S&P 2024 ·
Shuo Wang
,
Hongsheng Hu
,
Jiamin Chang
,
Benjamin Zi Hao Zhao
, Minhui Xue
LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis
CCS 2024 ·
Bo Li
,
Wenyuan Xu
,
Jieshan Chen
,
Yang Zhang
, Minhui Xue,
Shuo Wang
,
Guangdong Bai
,
Xingliang Yuan
Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning
S&P 2024 ·
Hongsheng Hu
,
Shuo Wang
,
Tian Dong
, Minhui Xue
Learning with Mixture of Prototypes for Out-of-Distribution Detection
ICLR 2024 ·
Haodong Lu
,
Dong Gong
,
Shuo Wang
, Jason Xue,
Lina Yao
,
Kristen Moore
LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model
S&P 2024 ·
Yuxin Cao
,
Jinghao Li
,
Xi Xiao
,
Derui Wang
, Minhui Xue,
Hao Ge
,
Wei Liu
,
Guangwu Hu
LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer
AAAI 2024 ·
Yuxin Cao
,
Ziyu Zhao
,
Xi Xiao
,
Derui Wang
, Minhui Xue,
Jin Lu
MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks
AAAI 2024 ·
Zhiyu Zhu
,
Huaming Chen
,
Jiayu Zhang
,
Xinyi Wang
,
Zhibo Jin
, Minhui Xue,
Dongxiao Zhu
,
Kim-Kwang Raymond Choo
Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience
WWW 2024 ·
Yanjun Zhang
,
Ruoxi Sun
,
Liyue Shen
,
Guangdong Bai
, Minhui Xue,
Mark Huasong Meng
,
Xue Li
,
Ryan K. L. Ko
,
Surya Nepal
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification
S&P 2024 ·
Bang Wu
,
Xingliang Yuan
,
Shuo Wang
,
Qi Li
, Minhui Xue,
Shirui Pan
ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection
NDSS 2024 ·
Kunpeng Zhang
,
Xiaogang Zhu
,
Xi Xiao
, Minhui Xue,
Chao Zhang
,
Sheng Wen
The Invisible Game on the Internet: A Case Study of Decoding Deceptive Patterns
WWW 2024 ·
Zewei Shi
,
Ruoxi Sun
,
Jieshan Chen
,
Jiamou Sun
, Minhui Xue
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
CCS 2024 ·
Hua Ma
,
Shang Wang
,
Yansong Gao
,
Zhi Zhang
,
Huming Qiu
, Minhui Xue,
Alsharif Abuadbba
,
Anmin Fu
,
Surya Nepal
,
Derek Abbott
Yes, One-Bit-Flip Matters! Universal DNN Model Inference Depletion with Runtime Code Fault Injection
USENIX Security 2024 ·
Shaofeng Li
,
Xinyu Wang
, Minhui Xue,
Haojin Zhu
,
Zhi Zhang
,
Yansong Gao
,
Wen Wu
,
Xuemin (Sherman) Shen
dp-promise: Differentially Private Diffusion Probabilistic Models for Image Synthesis
USENIX Security 2024 ·
Haichen Wang
,
Shuchao Pang
,
Zhigang Lu
,
Yihang Rao
,
Yongbin Zhou
, Minhui Xue