Kwok-Yan Lam
Nanyang Technological University
H-index: 39
Asia-Singapore
Top articles of Kwok-Yan Lam
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Dynamic User Clustering for Efficient and Privacy-Preserving Federated Learning | IEEE Transactions on Dependable and Secure Computing | Ziyao Liu Jiale Guo Wenzhuo Yang Jiani Fan Kwok-Yan Lam | 2024/1/19 |
STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-box Scenario | arXiv preprint arXiv:2404.00362 | Renyang Liu Kwok-Yan Lam Wei Zhou Sixing Wu Jun Zhao | 2024/3/30 |
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models | arXiv preprint arXiv:2310.07492 | Renyang Liu Wei Zhou Tianwei Zhang Kangjie Chen Jun Zhao | 2023/10/11 |
Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning | arXiv preprint arXiv:2401.08216 | Yu Jiang Jiyuan Shen Ziyao Liu Chee Wei Tan Kwok-Yan Lam | 2024/1/16 |
Threats, Attacks, and Defenses in Machine Unlearning: A Survey | Ziyao Liu Huanyi Ye Chen Chen Kwok-Yan Lam | 2024/3/20 | |
Privacy-Preserving Federated Unlearning with Certified Client Removal | arXiv preprint arXiv:2404.09724 | Ziyao Liu Huanyi Ye Yu Jiang Jiyuan Shen Jiale Guo | 2024/4/15 |
Efficient FHE-based Privacy-Enhanced Neural Network for Trustworthy AI-as-a-Service | IEEE Transactions on Dependable and Secure Computing | Kwok-Yan Lam Xianhui Lu Linru Zhang Xiangning Wang Huaxiong Wang | 2024/1/12 |
Authentication and Key Agreement Based On Three Factors and PUF for UAVs-Assisted Post-Disaster Emergency Communication | IEEE Internet of Things Journal | Di Wang Yue Cao Kwok-Yan Lam Yulin Hu Omprakash Kaiwartya | 2024/3/28 |
Causality-Inspired Single-Source Domain Generalization for Face Anti-Spoofing | IEEE Transactions on Medical Imaging | Cheng Ouyang Chen Chen Surui Li Zeju Li Chen Qin | 2022/11/23 |
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things | IEEE Internet of Things Journal | Tinghao Zhang Kwok-Yan Lam Jun Zhao | 2024/2/6 |
SSTA: Salient Spatially Transformed Attack | Renyang Liu Wei Zhou Sixing Wu Jun Zhao Kwok-Yan Lam | 2024/4/14 | |
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning | arXiv preprint arXiv:2401.11968 | Jiyuan Shen Wenzhuo Yang Zhaowei Chu Jiani Fan Dusit Niyato | 2024/1/22 |
Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining | arXiv preprint arXiv:2404.00611 | Jingyu Wang Niantai Jing Ziyao Liu Jie Nie Yuxin Qi | 2024/3/31 |
SCME: A Self-contrastive Method for Data-Free and Query-Limited Model Extraction Attack | Renyang Liu Jinhong Zhang Kwok-Yan Lam Jun Zhao Wei Zhou | 2023/11/15 | |
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing | arXiv preprint arXiv:2310.17491 | Terence Jie Chua Wenhan Yu Jun Zhao Kwok-Yan Lam | 2023/10/26 |
Membership Inference Vulnerabilities in Peer-to-Peer Federated Learning | Alka Luqman Anupam Chattopadhyay Kwok-Yan Lam | 2023/7/10 | |
Dynamic spectrum optimization for Internet-of-Things with social distance model | Wireless Networks | Feng Li Songbo Zhang Kwok-Yan Lam Xin Liu Li Wang | 2023/8 |
AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories | arXiv e-prints | Jiyuan Shen Wenzhuo Yang Kwok-Yan Lam | 2023/10 |
Enhancing Federated Learning with spectrum allocation optimization and device selection | IEEE/ACM Transactions on Networking | Tinghao Zhang Kwok-Yan Lam Jun Zhao Feng Li Huimei Han | 2023/1/17 |
Fine-Tuning Pre-Trained Language Model for Urgency Classification on Food Safety Feedback | Umamaheswari Vasanthakumar Jia Rui Bryna Goh Siu Cheung Hui Kwok Yan Lam Benjamin Er | 2023/9/6 |
Co-Authors
