Zhang, Xuyun
- Membership Inference Attacks on Machine Learning: A Survey
2021/03/14 by Hongsheng Hu, Zoran Salčić, Hu, Hongsheng +9 · 31 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Source Inference Attacks in Federated Learning
2021/09/13 by Hu, Hongsheng, Salcic, Zoran, Sun, Lichao +2 · 4 citations
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Policy Filtration for RLHF to Mitigate Noise in Reward Models
2024/09/11 by Chuheng Zhang, Wei L. Shen, Zhang, Chuheng +6 · 9 citations
Engineering · Computer Science · #Advancements in Photolithography Techniques #Real-time simulation and control systems #VLSI and Analog Circuit Testing
- Membership Inference via Backdooring
2022/06/10 by Hu, Hongsheng, Salcic, Zoran, Dobbie, Gillian +3 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought
2024/05/11 by Chi, Xiaoxiao, Zhang, Xuyun, Wang, Yan +6 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Watermarking Text Data on Large Language Models for Dataset Copyright
2023/05/22 by Yixin Liu, Hongsheng Hu, Liu, Yixin +6 · 2 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting
- FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing
2024/02/13 by Yongzhe Jia, Xuyun Zhang, Jia, Yongzhe +5 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
2022/12/05 by Wei Shen, Xiaonan He, Shen, Wei +7 · 1 citation
Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Topic Modeling
- ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence
2023/05/29 by Amin Beheshti, Jian Yang, Beheshti, Amin +15 · 1 citation
Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Robotic Process Automation Applications
- Adaptive Hypergraph Network for Trust Prediction
2024/02/07 by Rongwei Xu, Guanfeng Liu, Xu, Rongwei +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
2024/12/08 by Yongzhe Jia, Xuyun Zhang, Jia, Yongzhe +13 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data