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Ziyao Liu
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Books and Theses
- 2023
- [b1]Ziyao Liu:
MPC-enabled privacy-preserving machine learning. Nanyang Technological University, Singapore, 2023
Journal Articles
- 2023
- [j6]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): 11199-11223 (2023) - [j5]Ziyao Liu
, Jiale Guo
, Kwok-Yan Lam
, Jun Zhao
:
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning. IEEE Trans. Inf. Forensics Secur. 18: 1839-1854 (2023) - [j4]Ziyao Liu
, Hsiao-Ying Lin
, Yamin Liu:
Long-Term Privacy-Preserving Aggregation With User-Dynamics for Federated Learning. IEEE Trans. Inf. Forensics Secur. 18: 2398-2412 (2023) - 2022
- [j3]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): 8977-8987 (2022) - 2019
- [j2]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: 47615-47643 (2019) - 2016
- [j1]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): 121301:1-121301:18 (2016)
Conference and Workshop Papers
- 2024
- [c11]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: 47-55 - [c10]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: 593-596 - [c9]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: 633-636 - [c8]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: 943-946 - 2023
- [c7]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: 14-23 - [c6]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: 1:1-1:13 - [c5]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: 1-5 - 2021
- [c4]Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen:
Privacy-Enhanced Federated Learning with Weighted Aggregation. SocialSec 2021: 93-109 - 2017
- [c3]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: 215-226 - [c2]Di Huang, Zhijie Wang, Jun Wang, Ziyao Liu:
Parallel Symbol Timing Recovery Using FPGA for 600 Msps QPSK. ChinaCom (1) 2017: 216-225 - [c1]Nangen Zhang, Xinyu Gao, Fei Gao, Ziyao Liu:
Differential coherent accumulation acquisition algorithm for DSSS signals on FPGA platform. ICCC 2017: 1-5
Informal and Other Publications
- 2024
- [i16]Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam:
Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning. CoRR abs/2401.08216 (2024) - [i15]Haoxin Xu, Zezheng Zhao, Yuxin Cao, Chunyu Chen, Hao Ge, Ziyao Liu:
3D Face Reconstruction Using A Spectral-Based Graph Convolution Encoder. CoRR abs/2403.05218 (2024) - [i14]Ziyao Liu, Huanyi Ye, Chen Chen, Kwok-Yan Lam:
Threats, Attacks, and Defenses in Machine Unlearning: A Survey. CoRR abs/2403.13682 (2024) - [i13]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 abs/2403.20151 (2024) - [i12]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 abs/2404.00611 (2024) - [i11]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 abs/2404.05264 (2024) - [i10]Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam:
Privacy-Preserving Federated Unlearning with Certified Client Removal. CoRR abs/2404.09724 (2024) - [i9]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 abs/2405.09470 (2024) - [i8]Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam:
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation. CoRR abs/2406.00966 (2024) - 2023
- [i7]Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan:
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions. CoRR abs/2310.20448 (2023) - 2022
- [i6]Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao:
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR abs/2203.17005 (2022) - [i5]Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao:
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning. CoRR abs/2203.17044 (2022) - [i4]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 abs/2204.00843 (2022) - 2020
- [i3]Ziyao Liu, Ivan Tjuawinata, Chaoping Xing, Kwok-Yan Lam:
MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack. CoRR abs/2007.12557 (2020) - [i2]Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen, Chaoping Xing:
Secure Weighted Aggregation in Federated Learning. CoRR abs/2010.08730 (2020) - 2019
- [i1]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 abs/1902.10865 (2019)
Coauthor Index
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