Kwok-Yan Lam

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 194

Top Venues

CoRR

IEEE Internet Things J.

Wirel. Networks

IEEE Access

University of Cambridge, UK (PHD)

Education History

University of Cambridge, UK

PHD

Publications

Renyang Liu, Kwok-Yan Lam, Wei Zhou, Sixing Wu, Jun Zhao, Dongting Hu, Mingming Gong
STBA: Towards Evaluating the Robustness of DNNs for Query-Limited Black-box Scenario. CoRR (2024)
Renyang Liu, Wei Zhou, Sixing Wu, Jun Zhao, Kwok-Yan Lam
SSTA: Salient Spatially Transformed Attack. ICASSP (2024)
Di Wang, Yue Cao, Kwok-Yan Lam, Yulin Hu, Omprakash Kaiwartya
Authentication and Key Agreement Based on Three Factors and PUF for UAV-Assisted Post-Disaster Emergency Communication. IEEE Internet Things J. 11 (11) (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. WWW (Companion Volume) (2024)
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things. CoRR (2024)
Linru Zhang, Xiangning Wang, Jiabo Wang, Rachael Pung, Huaxiong Wang, Kwok-Yan Lam
An Efficient FHE-Enabled Secure Cloud-Edge Computing Architecture for IoMT Data Protection With its Application to Pandemic Modeling. IEEE Internet Things J. 11 (9) (2024)
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. IEEE Trans. Inf. Forensics Secur. 19 (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)
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)
Tinghao Zhang, Kwok-Yan Lam, Jun Zhao
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things. IEEE Internet Things J. 11 (10) (2024)
Yan He, Fei Peng, Min Long, Kwok-Yan Lam
Causality-Inspired Single-Source Domain Generalization for Face Anti-Spoofing. ICASSP (2024)
Bowen Shen, Kwok-Yan Lam, Feng Li
Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things. CoRR (2024)
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
Decentralized Multimedia Data Sharing in IoV: A Learning-Based Equilibrium of Supply and Demand. IEEE Trans. Veh. Technol. 73 (3) (2024)
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. CoRR (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)
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)
Taolin Guo, Shunshun Peng, Zhejian Zhang, Mengmeng Yang, Kwok-Yan Lam
Improving the Accuracy of Locally Differentially Private Community Detection by Order-consistent Data Perturbation. SIGIR (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)
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
Decentralized Multimedia Data Sharing in IoV: A Learning-based Equilibrium of Supply and Demand. 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)
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)
Kheng Leong Tan, Chi-Hung Chi, Kwok-Yan Lam
Secure and privacy-preserving sharing of personal health records with multi-party pre-authorization verification. Wirel. Networks 30 (6) (2024)
Feng Li, Zhongming Sun, Kwok-Yan Lam, Lianzhong Sun, Bowen Shen, Bao Peng
Dynamic Spectrum Optimization for Internet-of-Vehicles with Deep-Learning-Based Mobility Prediction. Wirel. Pers. Commun. 137 (1) (2024)
Feng Li, Wei Nie, Kwok-Yan Lam, Bowen Shen, Xiuhua Li
Network Traffic Prediction Using PSO-LightGBM- TM. INFOCOM (Workshops) (2024)
Haiying Ma, Shuanglong Huang, Jiale Guo, Kwok-Yan Lam, Tianling Yang
Blockchain-Based Privacy-Preserving Federated Learning for Mobile Crowdsourcing. IEEE Internet Things J. 11 (8) (2024)
Ziyao Liu, Huanyi Ye, Chen Chen, Kwok-Yan Lam
Threats, Attacks, and Defenses in Machine Unlearning: A Survey. CoRR (2024)
Li Wang, Kwok-Yan Lam, Jiangxin Zhang, Feng Li
Spectrum optimization in cognitive satellite networks with graph coloring method. Wirel. Networks 30 (5) (2024)
Bing Huang, Chen Chen, Kwok-Yan Lam, Fuqun Huang
Proactive Detection of Physical Inter-rule Vulnerabilities in IoT Services Using a Deep Learning Approach. CoRR (2024)
Bernhard Haslhofer, Friedhelm Victor, Jiahua Xu, Kwok-Yan Lam
CAAW'24: The 3rd International Cryptoasset Analytics Workshop. WWW (Companion Volume) (2024)
Mengmeng Yang, Taolin Guo, Tianqing Zhu, Ivan Tjuawinata, Jun Zhao, Kwok-Yan Lam
Local differential privacy and its applications: A comprehensive survey. Comput. Stand. Interfaces 89 (2024)
Li Wang, Linxiao Che, Kwok-Yan Lam, Wenqiang Liu, Feng Li
Mobile traffic prediction with attention-based hybrid deep learning. Phys. Commun. 66 (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)
Vinay Sachidananda, Berwyn Chai, Florian Gondesen, Kwok-Yan Lam, Yang Liu
Honey-Gauge: Enabling User-Centric Honeypot Classification. UbiSec (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)
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)
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)
Vinay Sachidananda, Sivaanandh Muneeswaran, Liu Yang, Kwok-Yan Lam
Do NoT Open (DOT): A Unified Generic and Specialized Models for Detecting Malicious Email Attachments. TrustCom (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)
Alka Luqman, Anupam Chattopadhyay, Kwok-Yan Lam
Membership Inference Vulnerabilities in Peer-to-Peer Federated Learning. SecTL@AsiaCCS (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)
Peiyuan Si, Jun Zhao, Kwok-Yan Lam, Qing Yang
UAV-Assisted Semantic Communication with Hybrid Action Reinforcement Learning. GLOBECOM (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kwok-Yan Lam