Ziyao Liu

According to our database, Ziyao Liu authored at least 30 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

A Survey on Federated Unlearning: Challenges, Methods, and Future Directions.

Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan, Xiaoning Liu

ACM Comput. Surv., January, 2025

2024

Trustworthy, Responsible, and Safe AI: A Comprehensive Architectural Framework for AI Safety with Challenges and Mitigations.

Chen Chen, Ziyao Liu, Weifeng Jiang, Goh Si Qi, Kwok-Yan Lam

CoRR, 2024

Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation.

Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam

CoRR, 2024

Privacy-Preserving Federated Unlearning with Certified Client Removal.

Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam

CoRR, 2024

Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security.

Yihe Fan, Yuxin Cao, Ziyu Zhao, Ziyao Liu, Shaofeng Li

CoRR, 2024

Threats, Attacks, and Defenses in Machine Unlearning: A Survey.

Ziyao Liu, Huanyi Ye, Chen Chen, Kwok-Yan Lam

CoRR, 2024

Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning.

Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam

CoRR, 2024

3D Face Reconstruction Using A Spectral-Based Graph Convolution Encoder.

Haoxin Xu, Zezheng Zhao, Yuxin Cao, Chunyu Chen, Hao Ge, Ziyao Liu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining.

Jingyu Wang, Niantai Jing, Ziyao Liu, Jie Nie, Yuxin Qi, Chi-Hung Chi, Kwok-Yan Lam

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

LinkGuard: Link Locally Privacy-Preserving Graph Neural Networks with Integrated Denoising and Private Learning.

Yuxin Qi, Xi Lin, Ziyao Liu, Gaolei Li, Jingyu Wang, Jianhua Li

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer.

Weifei Jin, Yuxin Cao, Junjie Su, Qi Shen, Kai Ye, Derui Wang, Jie Hao, Ziyao Liu

Proceedings of the 2nd ACM Workshop on Secure and Trustworthy Deep Learning Systems, 2024

2023

Understanding Security in Smart City Domains From the ANT-Centric Perspective.

Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du

IEEE Internet Things J., July, 2023

MPC-enabled privacy-preserving machine learning

Ziyao Liu

PhD thesis, 2023

Long-Term Privacy-Preserving Aggregation With User-Dynamics for Federated Learning.

Ziyao Liu, Hsiao-Ying Lin, Yamin Liu

IEEE Trans. Inf. Forensics Secur., 2023

Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning.

Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao

IEEE Trans. Inf. Forensics Secur., 2023

A Survey on Federated Unlearning: Challenges, Methods, and Future Directions.

Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan

CoRR, 2023

A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles.

Jiani Fan, Minrui Xu, Ziyao Liu, Huanyi Ye, Chaojie Gu, Dusit Niyato, Kwok-Yan Lam

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles.

Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam

Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023

A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security.

Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Ziyao Liu, Kwok-Yan Lam

Proceedings of the 9th ACM Cyber-Physical System Security Workshop, 2023

2022

Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer.

Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato

IEEE Trans. Ind. Informatics, 2022

Privacy-Preserving Aggregation in Federated Learning: A Survey.

Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao

CoRR, 2022

2021

Privacy-Enhanced Federated Learning with Weighted Aggregation.

Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen

Proceedings of the Security and Privacy in Social Networks and Big Data, 2021

2020

Secure Weighted Aggregation in Federated Learning.

Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen, Chaoping Xing

CoRR, 2020

MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack.

Ziyao Liu, Ivan Tjuawinata, Chaoping Xing, Kwok-Yan Lam

CoRR, 2020

2019

A Survey on Applications of Game Theory in Blockchain.

Ziyao Liu, Nguyen Cong Luong, Wenbo Wang, Dusit Niyato, Ping Wang, Ying-Chang Liang, Dong In Kim

CoRR, 2019

A Survey on Blockchain: A Game Theoretical Perspective.

Ziyao Liu, Nguyen Cong Luong, Wenbo Wang, Dusit Niyato, Ping Wang, Ying-Chang Liang, Dong In Kim

IEEE Access, 2019

2017

Differential coherent accumulation acquisition algorithm for DSSS signals on FPGA platform.

Nangen Zhang, Xinyu Gao, Fei Gao, Ziyao Liu

Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

LUT-Based Efficient Impulse Shaping for Direct Synthesizing Digital Communication Signals at Arbitrary Symbol Rate.

Ziyao Liu, Zhijie Wang, Jun Wang, Di Huang, Nangen Zhang

Proceedings of the Communications and Networking, 2017

Parallel Symbol Timing Recovery Using FPGA for 600 Msps QPSK.

Di Huang, Zhijie Wang, Jun Wang, Ziyao Liu

Proceedings of the Communications and Networking, 2017

2016

An overview of multi-antenna technologies for space-ground integrated networks.

Lei Gao, Shuo Zhang, Ziyao Liu, Jinyong Lin, Shuai Wang, Chengwen Xing

Sci. China Inf. Sci., 2016