Ziyao Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 34

Top Topics

Intrusion Detection System

Automatic Speech Recognition Systems

Neural Network Training

Top Venues

WWW (Companion Volume)

IEEE Trans. Inf. Forensics Secur.

Publications

Jingyu Wang, Niantai Jing, Ziyao Liu, Jie Nie, Yuxin Qi, Chi-Hung Chi, Kwok-Yan Lam
Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining. WWW (Companion Volume) (2024)
Haoxin Xu, Zezheng Zhao, Yuxin Cao, Chunyu Chen, Hao Ge, Ziyao Liu
3D Face Reconstruction Using A Spectral-Based Graph Convolution Encoder. WWW (Companion Volume) (2024)
Yuxin Qi, Xi Lin, Ziyao Liu, Gaolei Li, Jingyu Wang, Jianhua Li
LinkGuard: Link Locally Privacy-Preserving Graph Neural Networks with Integrated Denoising and Private Learning. WWW (Companion Volume) (2024)
Weifei Jin, Yuxin Cao, Junjie Su, Qi Shen, Kai Ye, Derui Wang, Jie Hao, Ziyao Liu
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer. CoRR (2024)
Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam
Privacy-Preserving Federated Unlearning with Certified Client Removal. CoRR (2024)
Jiani Fan, Minrui Xu, Ziyao Liu, Huanyi Ye, Chaojie Gu, Dusit Niyato, Kwok-Yan Lam
A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles. CoRR (2024)
Haoxin Xu, Zezheng Zhao, Yuxin Cao, Chunyu Chen, Hao Ge, Ziyao Liu
3D Face Reconstruction Using A Spectral-Based Graph Convolution Encoder. CoRR (2024)
Yihe Fan, Yuxin Cao, Ziyu Zhao, Ziyao Liu, Shaofeng Li
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security. CoRR (2024)
Jingyu Wang, Niantai Jing, Ziyao Liu, Jie Nie, Yuxin Qi, Chi-Hung Chi, Kwok-Yan Lam
Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining. CoRR (2024)
Weifei Jin, Yuxin Cao, Junjie Su, Qi Shen, Kai Ye, Derui Wang, Jie Hao, Ziyao Liu
Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer. SecTL@AsiaCCS (2024)
Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam
Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning. CoRR (2024)
Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation. CoRR (2024)
Ziyao Liu, Huanyi Ye, Chen Chen, Kwok-Yan Lam
Threats, Attacks, and Defenses in Machine Unlearning: A Survey. CoRR (2024)
Ziyao Liu, Hsiao-Ying Lin, Yamin Liu
Long-Term Privacy-Preserving Aggregation With User-Dynamics for Federated Learning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam
Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles. SecTL@AsiaCCS (2023)
Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du
Understanding Security in Smart City Domains From the ANT-Centric Perspective. IEEE Internet Things J. 10 (13) (2023)
Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Ziyao Liu, Kwok-Yan Lam
A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security. CPSS@AsiaCCS (2023)
Jiani Fan, Minrui Xu, Ziyao Liu, Huanyi Ye, Chaojie Gu, Dusit Niyato, Kwok-Yan Lam
A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles. VTC Fall (2023)
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions. CoRR (2023)
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning. CoRR (2022)
Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR (2022)
Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato
Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer. IEEE Trans. Ind. Informatics 18 (12) (2022)
Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato
Privacy-preserving Anomaly Detection in Cloud Manufacturing via Federated Transformer. CoRR (2022)
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen
Privacy-Enhanced Federated Learning with Weighted Aggregation. SocialSec (2021)
Ziyao Liu, Ivan Tjuawinata, Chaoping Xing, Kwok-Yan Lam
MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack. CoRR (2020)
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen, Chaoping Xing
Secure Weighted Aggregation in Federated Learning. CoRR (2020)
Ziyao Liu, Nguyen Cong Luong, Wenbo Wang, Dusit Niyato, Ping Wang, Ying-Chang Liang, Dong In Kim
A Survey on Applications of Game Theory in Blockchain. CoRR (2019)
Ziyao Liu, Nguyen Cong Luong, Wenbo Wang, Dusit Niyato, Ping Wang, Ying-Chang Liang, Dong In Kim
A Survey on Blockchain: A Game Theoretical Perspective. IEEE Access 7 (2019)
Ziyao Liu, Zhijie Wang, Jun Wang, Di Huang, Nangen Zhang
LUT-Based Efficient Impulse Shaping for Direct Synthesizing Digital Communication Signals at Arbitrary Symbol Rate. ChinaCom (2) (2017)
Nangen Zhang, Xinyu Gao, Fei Gao, Ziyao Liu
Differential coherent accumulation acquisition algorithm for DSSS signals on FPGA platform. ICCC (2017)
Di Huang, Zhijie Wang, Jun Wang, Ziyao Liu
Parallel Symbol Timing Recovery Using FPGA for 600 Msps QPSK. ChinaCom (1) (2017)
Lei Gao, Shuo Zhang, Ziyao Liu, Jinyong Lin, Shuai Wang, Chengwen Xing
An overview of multi-antenna technologies for space-ground integrated networks. Sci. China Inf. Sci. 59 (12) (2016)