Jiale Guo

Researcher, Nanyang Technological University

Joined

May 2021

Names

Jiale Guo (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

****@ntu.edu.sg (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Nanyang Technological University (ntu.edu.sg)

2022 – Present

PhD student

Nanyang Technological University (ntu.edu.sg)

2017 – 2022

Undergrad student

Shandong University, Tsinghua University (sdu.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Kwok-Yan Lam

2017 – Present

Expertise

No areas of expertise listed

Publications

Blockchain-Based Privacy-Preserving Federated Learning for Mobile Crowdsourcing
Haiying Ma, Shuanglong Huang, Jiale Guo, Kwok-Yan Lam, Tianling Yang
- IEEE Internet Things J. 2024
- Readers: Everyone
Decentralized Multimedia Data Sharing in IoV: A Learning-Based Equilibrium of Supply and Demand
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
- IEEE Trans. Veh. Technol. 2024
- Readers: Everyone
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
- Readers: Everyone
Malicious Unlearning in Ensemble Models
Huanyi Ye, Ziyao Liu, Yu Jiang, Jiale Guo, Kwok-Yan Lam
- PST 2024
- Readers: Everyone
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
- Readers: Everyone
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
- CoRR 2024
- Readers: Everyone
Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles
Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam
- SecTL@AsiaCCS 2023
- Readers: Everyone
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IEEE Trans. Inf. Forensics Secur. 2023
- Readers: Everyone
Privacy-enhancing mechanisms for securing data access and analysis
Jiale Guo
- undefined 2022
- Readers: Everyone
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
- Published: 01 Jan 2022, Last Modified: 05 Nov 2023
- NSS 2022
- Readers: Everyone

View all 14 publications