Liu, Ziyao

1. A Survey on Federated Unlearning: Challenges, Methods, and Future Directions
   2023/10/31 by Ziyao Liu, Liu, Ziyao, Yu Jiang +10 · 14 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
2. Threats, Attacks, and Defenses in Machine Unlearning: A Survey
   2024/03/20 by Ziyao Liu, Huanyi Ye, Liu, Ziyao +5 · 7 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet of Things and AI #Occupational Health and Safety Research #Quality and Safety in Healthcare
3. Privacy-Preserving Aggregation in Federated Learning: A Survey
   2022/03/31 by Ziyao Liu, Jiale Guo, Liu, Ziyao +9 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security
4. Privacy-Preserving Federated Unlearning with Certified Client Removal
   2024/04/15 by Ziyao Liu, Huanyi Ye, Liu, Ziyao +11 · 4 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
5. Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer
   2024/05/15 by Weifei Jin, Yuxin Cao, Jin, Weifei +13 · 3 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing
6. Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation
   2024/06/03 by Ziyao Liu, Yu Jiang, Liu, Ziyao +9 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security
   2024/04/08 by Yihe Fan, Fan, Yihe, Yuxin Cao +7 · 2 citations
   Computer Science · #Topic Modeling
8. Privacy-preserving Anomaly Detection in Cloud Manufacturing via Federated Transformer
   2022/04/02 by Ma, Shiyao, Nie, Jiangtian, Kang, Jiawen +5 · 1 citation
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
9. An Investigation into Value Misalignment in LLM-Generated Texts for Cultural Heritage
   2025/01/03 by Fan Bu, Bu, Fan, Zheng Wang +4 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems
10. Efficient Federated Unlearning with Adaptive Differential Privacy Preservation
    2024/11/17 by Yu Jiang, Jiang, Yu, Xindi Tong +9 · 2 citations
    Engineering · Neuroscience · #Brain Tumor Detection and Classification #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques