Kwok-Yan Lam

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 161

Top Venues

CoRR

IEEE Internet Things J.

IEEE Access

IEEE Netw.

University of Cambridge, UK (PHD)

Education History

University of Cambridge, UK

PHD

Publications

Tinghao Zhang, Kwok-Yan Lam, Jun Zhao
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things. CoRR (2024)
Bing Huang, Dipankar Chaki, Athman Bouguettaya, Kwok-Yan Lam
A Survey on Conflict Detection in IoT-based Smart Homes. ACM Comput. Surv. 56 (5) (2024)
Kheng Leong Tan, Chi-Hung Chi, Kwok-Yan Lam
Survey on Digital Sovereignty and Identity: From Digitization to Digitalization. ACM Comput. Surv. 56 (3) (2024)
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning. CoRR (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)
Sen Li, Mengmeng Ge, Ruitao Feng, Xiaohong Li, Kwok-Yan Lam
Automatic Detection and Analysis towards Malicious Behavior in IoT Malware. ICDM (Workshops) (2023)
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao, Feng Li, Huimei Han, Norziana Jamil
Enhancing Federated Learning With Spectrum Allocation Optimization and Device Selection. IEEE/ACM Trans. Netw. 31 (5) (2023)
Renyang Liu, Jinhong Zhang, Kwok-Yan Lam, Jun Zhao, Wei Zhou
SCME: A Self-contrastive Method for Data-Free and Query-Limited Model Extraction Attack. ICONIP (5) (2023)
Chen Chen, Yufei Wang, Aixin Sun, Bing Li, Kwok-Yan Lam
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting. ACL (Findings) (2023)
Chen Chen, Yufei Wang, Aixin Sun, Bing Li, Kwok-Yan Lam
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting. CoRR (2023)
Vinay Sachidananda, Rajendra Patil, Hongyi Peng, Liu Yang, Kwok-Yan Lam
ThreatLand: Extracting Intelligence from Audit Logs via NLP methods. PST (2023)
Peiyuan Si, Wenhan Yu, Jun Zhao, Kwok-Yan Lam, Qing Yang
UAV aided Metaverse over Wireless Communications: A Reinforcement Learning Approach. CoRR (2023)
Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot
Asymmetric Modality Translation for Face Presentation Attack Detection. IEEE Trans. Multim. 25 (2023)
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao
Deep reinforcement learning based scheduling strategy for federated learning in sensor-cloud systems. Future Gener. Comput. Syst. 144 (2023)
Gongxian Zeng, Junzuo Lai, Zhengan Huang, Linru Zhang, Xiangning Wang, Kwok-Yan Lam, Huaxiong Wang, Jian Weng
Non-Interactive Zero-Knowledge Functional Proofs. IACR Cryptol. ePrint Arch. 2023 (2023)
Mengmeng Yang, Ivan Tjuawinata, Kwok-Yan Lam, Tianqing Zhu, Jun Zhao
Differentially Private Distributed Frequency Estimation. IEEE Trans. Dependable Secur. Comput. 20 (5) (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)
Peiyuan Si, Jun Zhao, Kwok-Yan Lam, Qing Yang
UAV-assisted Semantic Communication with Hybrid Action Reinforcement Learning. CoRR (2023)
Bing Huang, Dipankar Chaki, Athman Bouguettaya, Kwok-Yan Lam
A Survey on Conflict Detection in IoT-based Smart Homes. CoRR (2023)
Renyang Liu, Wei Zhou, Tianwei Zhang, Kangjie Chen, Jun Zhao, Kwok-Yan Lam
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models. CoRR (2023)
Chen Chen, Yufei Wang, Yang Zhang, Quan Z. Sheng, Kwok-Yan Lam
Separate-and-Aggregate: A Transformer-Based Patch Refinement Model for Knowledge Graph Completion. ADMA (2) (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, Kwok-Yan Lam, Dusit Niyato
Differentiated Security in the Age of Cognitive Internet of Things (CIoT). ICDCS (2023)
Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam
Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. CoRR (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)
Renyang Liu, Jinhong Zhang, Kwok-Yan Lam, Jun Zhao, Wei Zhou
SCME: A Self-Contrastive Method for Data-free and Query-Limited Model Extraction Attack. CoRR (2023)
Kwok-Yan Lam, Xianhui Lu, Linru Zhang, Xiangning Wang, Huaxiong Wang, Si Qi Goh
Efficient FHE-based Privacy-Enhanced Neural Network for AI-as-a-Service. IACR Cryptol. ePrint Arch. 2023 (2023)
Terence Jie Chua, Wenhan Yu, Jun Zhao, Kwok-Yan Lam
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing. CoRR (2023)
Peiyuan Si, Liangxin Qian, Jun Zhao, Kwok-Yan Lam
A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collection. IEEE Netw. 37 (4) (2023)
Vinay Sachidananda, Bryson Teo, Ruitao Feng, Kwok-Yan Lam, Yang Li
FOCUS: Fatigue-Reducing IOCs Through Prioritization and Scoring. DASC/PiCom/CBDCom/CyberSciTech (2023)
Yujing Sun, Hao Xiong, Siu Ming Yiu, Kwok-Yan Lam
BitAnalysis: A Visualization System for Bitcoin Wallet Investigation. IEEE Trans. Big Data 9 (2) (2023)
Gongxian Zeng, Junzuo Lai, Zhengan Huang, Linru Zhang, Xiangning Wang, Kwok-Yan Lam, Huaxiong Wang, Jian Weng
Non-interactive Zero-Knowledge Functional Proofs. ASIACRYPT (5) (2023)
Kwok-Yan Lam, Victor C. W. Cheng, Zee Kin Yeong
Applying Large Language Models for Enhancing Contract Drafting. LegalAIIA@ICAIL (2023)
Peiyuan Si, Liangxin Qian, Jun Zhao, Kwok-Yan Lam
A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collection. CoRR (2023)
Helin Yang, Sheng Zhang, Arokiaswami Alphones, Chen Chen, Kwok-Yan Lam, Zehui Xiong, Liang Xiao, Yi Zhang
An Advanced Integrated Visible Light Communication and Localization System. IEEE Trans. Commun. 71 (12) (2023)
Mengmeng Yang, Kwok-Yan Lam, Tianqing Zhu, Chenghua Tang
SPoFC: A framework for stream data aggregation with local differential privacy. Concurr. Comput. Pract. Exp. 35 (5) (2023)
Feng Li, Songbo Zhang, Kwok-Yan Lam, Xin Liu, Li Wang
Dynamic spectrum optimization for Internet-of-Things with social distance model. Wirel. Networks 29 (6) (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)
Songbo Zhang, Kwok-Yan Lam, Bowen Shen, Li Wang, Feng Li
Dynamic spectrum access for Internet-of-Things with hierarchical federated deep reinforcement learning. Ad Hoc Networks 149 (2023)
Renyang Liu, Wei Zhou, Sixin Wu, Jun Zhao, Kwok-Yan Lam
SSTA: Salient Spatially Transformed Attack. CoRR (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)
Vinay Sachidananda, Rajendra Patil, Akshay Sachdeva, Kwok-Yan Lam, Yang Liu
APTer: Towards the Investigation of APT Attribution. DSC (2023)
Chen Chen, Yufei Wang, Yang Zhang, Quan Z. Sheng, Kwok-Yan Lam
Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion. CoRR (2023)
Feng Li, Zhongming Sun, Kwok-Yan Lam, Songbo Zhang, Lianzhong Sun, Li Wang
Reputation-based power allocation for NOMA cognitive radio networks. Wirel. Networks 29 (1) (2023)
Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Kwok-Yan Lam, Yuguang Fang, Yonghui Li
Spear or Shield: Leveraging Generative AI to Tackle Security Threats of Intelligent Network Services. CoRR (2023)
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao
User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks. 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)
Chenyu Huang, Yongjun Zhao, Huangxun Chen, Xu Wang, Qian Zhang, Yanjiao Chen, Huaxiong Wang, Kwok-Yan Lam
ZkRep: A Privacy-Preserving Scheme for Reputation-Based Blockchain System. IEEE Internet Things J. 9 (6) (2022)
Kheng-Leong Tan, Chi-Hung Chi, Kwok-Yan Lam
Secure Multi-Party Delegated Authorisation For Access and Sharing of Electronic Health Records. CoRR (2022)
Tinghao Zhang, Zhijun Li, Yongrui Chen, Kwok-Yan Lam, Jun Zhao
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning. CoRR (2022)
Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot
One-Class Knowledge Distillation for Face Presentation Attack Detection. CoRR (2022)
Qiao Han, Jun Zhao, Kwok-Yan Lam
Facial Landmark Predictions with Applications to Metaverse. WF-IoT (2022)
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao, Feng Li, Huimei Han, Norziana Jamil
Enhancing Federated Learning with spectrum allocation optimization and device selection. CoRR (2022)
Bing Huang, Boyu Zhang, Quan Z. Sheng, Kwok-Yan Lam
A Multi-task Learning Approach for Predicting Intentions Using Smart Home IoT Services. ICSOC (2022)
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. NSS (2022)
Kwok-Yan Lam, Sananda Mitra, Florian Gondesen, Xun Yi
ANT-Centric IoT Security Reference Architecture - Security-by-Design for Satellite-Enabled Smart Cities. IEEE Internet Things J. 9 (8) (2022)
Qiao Han, Jun Zhao, Kwok-Yan Lam
Facial Landmark Predictions with Applications to Metaverse. CoRR (2022)
Feng Li, Kwok-Yan Lam, Zhengwei Ni, Dusit Niyato, Xin Liu, Li Wang
Cognitive Carrier Resource Optimization for Internet-of-Vehicles in 5G-Enhanced Smart Cities. IEEE Netw. 36 (1) (2022)
Tinghao Zhang, Zhijun Li, Yongrui Chen, Kwok-Yan Lam, Jun Zhao
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Qianwen Li, Xiang Wang, Qingqi Pei, Kwok-Yan Lam, Ning Zhang, Mianxiong Dong, Victor C. M. Leung
Database Watermarking Algorithm Based on Decision Tree Shift Correction. IEEE Internet Things J. 9 (23) (2022)
Mengmeng Yang, Ivan Tjuawinata, Kwok-Yan Lam, Jun Zhao, Lin Sun
Secure Hot Path Crowdsourcing With Local Differential Privacy Under Fog Computing Architecture. IEEE Trans. Serv. Comput. 15 (4) (2022)
Mengmeng Yang, Ivan Tjuawinata, Kwok-Yan Lam
K-Means Clustering With Local dᵪ-Privacy for Privacy-Preserving Data Analysis. IEEE Trans. Inf. Forensics Secur. 17 (2022)
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)
Ruohan Meng, Zhili Zhou, Qi Cui, Kwok-Yan Lam, Alex C. Kot
Traceable and Authenticable Image Tagging for Fake News Detection. CoRR (2022)
Kheng-Leong Tan, Chi-Hung Chi, Kwok-Yan Lam
Analysis of Digital Sovereignty and Identity: From Digitization to Digitalization. CoRR (2022)
Helin Yang, Jun Zhao, Kwok-Yan Lam, Zehui Xiong, Qingqing Wu, Liang Xiao
Distributed Deep Reinforcement Learning-Based Spectrum and Power Allocation for Heterogeneous Networks. IEEE Trans. Wirel. Commun. 21 (9) (2022)
Peiyuan Si, Jun Zhao, Huimei Han, Kwok-Yan Lam, Yang Liu
Resource Allocation and Resolution Control in the Metaverse with Mobile Augmented Reality. CoRR (2022)
Feng Li, Bowen Shen, Jiale Guo, Kwok-Yan Lam, Guiyi Wei, Li Wang
Dynamic Spectrum Access for Internet-of-Things Based on Federated Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 71 (7) (2022)
Jiangtao Li, Yufeng Li, Chenhong Cao, Kwok-Yan Lam
Conditional Anonymous Authentication With Abuse-Resistant Tracing and Distributed Trust for Internet of Vehicles. IEEE Internet Things J. 9 (11) (2022)
Chen Chen, Yufei Wang, Bing Li, Kwok-Yan Lam
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion. COLING (2022)
Peiyuan Si, Jun Zhao, Huimei Han, Kwok-Yan Lam, Yang Liu
Resource Allocation and Resolution Control in the Metaverse with Mobile Augmented Reality. GLOBECOM (2022)
Chen Chen, Yufei Wang, Bing Li, Kwok-Yan Lam
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion. CoRR (2022)
Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam
Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey. CoRR (2022)
Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot
One-Class Knowledge Distillation for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Helin Yang, Jun Zhao, Zehui Xiong, Kwok-Yan Lam, Sumei Sun, Liang Xiao
Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management. IEEE J. Sel. Areas Commun. 39 (10) (2021)
Yang Zhao, Jun Zhao, Jiawen Kang, Zehang Zhang, Dusit Niyato, Shuyu Shi, Kwok-Yan Lam
A Blockchain-Based Approach for Saving and Tracking Differential-Privacy Cost. IEEE Internet Things J. 8 (11) (2021)
Helin Yang, Jun Zhao, Jiangtian Nie, Neeraj Kumar, Kwok-Yan Lam, Zehui Xiong
UAV-Assisted 5G/6G Networks: Joint Scheduling and Resource Allocation Based on Asynchronous Reinforcement Learning. INFOCOM Workshops (2021)
Xiuhua Li, Luxi Cheng, Chuan Sun, Kwok-Yan Lam, Xiaofei Wang, Feng Li
Federated-Learning-Empowered Collaborative Data Sharing for Vehicular Edge Networks. IEEE Netw. 35 (3) (2021)
Jenn-Bing Ong, Wee Keong Ng, Ivan Tjuawinata, Chao Li, Jielin Yang, Sai None Myne, Huaxiong Wang, Kwok-Yan Lam, C.-C. Jay Kuo
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation. CoRR (2021)
Feng Li, Kwok-Yan Lam, Zhengguo Sheng, Weidang Lu, Xin Liu, Li Wang
Agent-Based Spectrum Management Scheme in Satellite Communication Systems. IEEE Trans. Veh. Technol. 70 (3) (2021)
Xin Liu, Kwok-Yan Lam, Feng Li, Jun Zhao, Li Wang, Tariq S. Durrani
Spectrum Sharing for 6G Integrated Satellite-Terrestrial Communication Networks Based on NOMA and CR. IEEE Netw. 35 (4) (2021)
Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M. Y. M. Ghias, Leong Hai Koh, Lei Yang
Blockchain for Future Smart Grid: A Comprehensive Survey. IEEE Internet Things J. 8 (1) (2021)
Yongjun Zhao, Huaxiong Wang, Kwok-Yan Lam
Volume-Hiding Dynamic Searchable Symmetric Encryption with Forward and Backward Privacy. IACR Cryptol. ePrint Arch. 2021 (2021)
Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Yong Liang Guan, Chau Yuen, Sumei Sun, Kwok-Yan Lam, Leong Hai Koh
Blockchain for the Internet of Vehicles Towards Intelligent Transportation Systems: A Survey. IEEE Internet Things J. 8 (6) (2021)
Teng Wang, Jun Zhao, Zhi Hu, Xinyu Yang, Xuebin Ren, Kwok-Yan Lam
Local Differential Privacy for data collection and analysis. Neurocomputing 426 (2021)
Helin Yang, Kwok-Yan Lam, Jiangtian Nie, Jun Zhao, Sahil Garg, Liang Xiao, Zehui Xiong, Mohsen Guizani
3D Beamforming Based on Deep Learning for Secure Communication in 5G and Beyond Wireless Networks. GLOBECOM (Workshops) (2021)
Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot
Asymmetric Modality Translation For Face Presentation Attack Detection. CoRR (2021)
Mohammad Shamsul Hoque, Norziana Jamil, Nowshad Amin, Kwok-Yan Lam
An Improved Vulnerability Exploitation Prediction Model with Novel Cost Function and Custom Trained Word Vector Embedding. Sensors 21 (12) (2021)
Helin Yang, Jun Zhao, Kwok-Yan Lam, Sahil Garg, Qingqing Wu, Zehui Xiong
Deep Reinforcement Learning Based Resource Allocation for Heterogeneous Networks. WiMob (2021)
Huimei Han, Jun Zhao, Wenchao Zhai, Zehui Xiong, Dusit Niyato, Marco Di Renzo, Quoc-Viet Pham, Weidang Lu, Kwok-Yan Lam
Reconfigurable Intelligent Surface Aided Power Control for Physical-Layer Broadcasting. IEEE Trans. Commun. 69 (11) (2021)
Yang Zhao, Jun Zhao, Mengmeng Yang, Teng Wang, Ning Wang, Lingjuan Lyu, Dusit Niyato, Kwok-Yan Lam
Local Differential Privacy-Based Federated Learning for Internet of Things. IEEE Internet Things J. 8 (11) (2021)
Shahriar Badsha, Xun Yi, Ibrahim Khalil, Dongxi Liu, Surya Nepal, Elisa Bertino, Kwok-Yan Lam
Privacy Preserving Location-Aware Personalized Web Service Recommendations. IEEE Trans. Serv. Comput. 14 (3) (2021)
Wenzhuo Yang, Kwok-Yan Lam
Effective Anomaly Detection Model Training with only Unlabeled Data by Weakly Supervised Learning Techniques. ICICS (1) (2021)
Mengmeng Yang, Ivan Tjuawinata, Kwok-Yan Lam, Tianqing Zhu, Jun Zhao
Fair and Differentially Private Distributed Frequency Estimation. CoRR (2021)
Anupam Chattopadhyay, Kwok-Yan Lam, Yaswanth Tavva
Autonomous Vehicle: Security by Design. IEEE Trans. Intell. Transp. Syst. 22 (11) (2021)
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen
Privacy-Enhanced Federated Learning with Weighted Aggregation. SocialSec (2021)
Helin Yang, Yang Zhao, Zehui Xiong, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Qingqing Wu
Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications. GLOBECOM (2020)
Yi Huang, Fan Wang, Adams Wai-Kin Kong, Kwok-Yan Lam
New Threats Against Object Detector with Non-local Block. ECCV (20) (2020)
Feng Li, Kwok-Yan Lam, Xin Liu, Li Wang
Resource Allocation in Satellite-Based Internet of Things Using Pattern Search Method. IEEE Access 8 (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kwok-Yan Lam