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2020 – today
- 2025
[j116]Ziyao Liu
, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan, Xiaoning Liu:
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions. ACM Comput. Surv. 57(1): 2:1-2:38 (2025)- [j115]Guang-Bin Huang, M. Brandon Westover, Eng-King Tan, Haibo Wang, Dongshun Cui, Wei-Ying Ma, Tiantong Wang, Qi He, Haikun Wei, Ning Wang, Qiyuan Tian, Kwok-Yan Lam, Xin Yao, Tien Yin Wong:
Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain. Neurocomputing 619: 129053 (2025) - [j114]Xueluan Gong, Shuaike Li, Yanjiao Chen, Mingzhe Li, Rubin Wei, Qian Wang, Kwok-Yan Lam:
Augmenting Model Extraction Attacks Against Disruption-Based Defenses. IEEE Trans. Inf. Forensics Secur. 20: 531-546 (2025) - [j113]Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi, Kwok-Yan Lam, Guang-Bin Huang, Ning Wang:
Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization. IEEE Trans. Neural Networks Learn. Syst. 36(1): 102-115 (2025) - 2024
- [j112]Feng Li, Junyi Yang, Kwok-Yan Lam, Bowen Shen, Guiyi Wei:
Dynamic spectrum access for Internet-of-Things with joint GNN and DQN. Ad Hoc Networks 163: 103596 (2024) - [j111]Feng Li, Wei Nie, Kwok-Yan Lam, Li Wang:
Network traffic prediction based on PSO-LightGBM-TM. Comput. Networks 254: 110810 (2024) - [j110]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: 103827 (2024) - [j109]Kheng Leong Tan, Chi-Hung Chi, Kwok-Yan Lam:
Survey on Digital Sovereignty and Identity: From Digitization to Digitalization. ACM Comput. Surv. 56(3): 61:1-61:36 (2024) - [j108]Bing Huang, Dipankar Chaki, Athman Bouguettaya, Kwok-Yan Lam:
A Survey on Conflict Detection in IoT-based Smart Homes. ACM Comput. Surv. 56(5): 122:1-122:40 (2024) - [j107]Qianwen Li, Xiang Wang, Qingqi Pei, Xiaohua Chen, Kwok-Yan Lam:
Consistency preserving database watermarking algorithm for decision trees. Digit. Commun. Networks 10(6): 1851-1863 (2024) - [j106]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): 13884-13899 (2024) - [j105]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): 15272-15284 (2024) - [j104]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): 18449-18462 (2024) - [j103]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): 20457-20472 (2024) - [j102]Li Wang, Linxiao Che, Kwok-Yan Lam, Wenqiang Liu, Feng Li:
Mobile traffic prediction with attention-based hybrid deep learning. Phys. Commun. 66: 102420 (2024) - [j101]Kwok-Yan Lam, Xianhui Lu, Linru Zhang, Xiangning Wang, Huaxiong Wang, Si Qi Goh:
Efficient FHE-Based Privacy-Enhanced Neural Network for Trustworthy AI-as-a-Service. IEEE Trans. Dependable Secur. Comput. 21(5): 4451-4468 (2024) - [j100]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: 5207-5219 (2024) - [j99]Yan He, Fei Peng, Rizhao Cai, Zitong Yu, Min Long, Kwok-Yan Lam:
Category-Conditional Gradient Alignment for Domain Adaptive Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 19: 10071-10085 (2024) - [j98]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): 4035-4050 (2024) - [j97]Li Wang, Kwok-Yan Lam, Jiangxin Zhang, Feng Li:
Spectrum optimization in cognitive satellite networks with graph coloring method. Wirel. Networks 30(5): 3443-3452 (2024) - [j96]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): 4773-4795 (2024) - [j95]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): 649-669 (2024) - [c133]Xuankai Yang, Yan Wang, Xiuzhen Zhang, Shoujin Wang, Huaxiong Wang, Kwok-Yan Lam:
UPDATE: Mining User-News Engagement Patterns for Dual-Target Cross-Domain Fake News Detection. DSAA 2024: 1-10 - [c132]Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex ChiChung Kot:
Towards Physical World Backdoor Attacks Against Skeleton Action Recognition. ECCV (48) 2024: 215-233 - [c131]Yongsen Zheng, Ruilin Xu, Guohua Wang, Liang Lin, Kwok-Yan Lam:
Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation. EMNLP 2024: 1455-1466 - [c130]Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot:
Unlearnable Examples Detection via Iterative Filtering. ICANN (10) 2024: 241-256 - [c129]Yan He, Fei Peng, Min Long, Kwok-Yan Lam:
Causality-Inspired Single-Source Domain Generalization for Face Anti-Spoofing. ICASSP 2024: 4925-4929 - [c128]Renyang Liu, Wei Zhou, Sixing Wu, Jun Zhao, Kwok-Yan Lam:
SSTA: Salient Spatially Transformed Attack. ICASSP 2024: 5910-5914 - [c127]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. ICC 2024: 2034-2039 - [c126]Bing Huang, Chen Chen, Kwok-Yan Lam, Fuqun Huang:
Proactive Detection of Physical Inter-rule Vulnerabilities in IoT Services Using a Deep Learning Approach. ICWS 2024: 164-171 - [c125]Feng Li, Wei Nie, Kwok-Yan Lam, Bowen Shen, Xiuhua Li:
Network Traffic Prediction Using PSO-LightGBM- TM. INFOCOM (Workshops) 2024: 1-6 - [c124]Bing Huang, Kwok-Yan Lam:
A Survey on Physical Event Verification in User-centric Smart Home Systems. ISSRE (Workshops) 2024: 263-270 - [c123]Huanyi Ye, Ziyao Liu, Yu Jiang, Jiale Guo, Kwok-Yan Lam:
Malicious Unlearning in Ensemble Models. PST 2024: 1-6 - [c122]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: 1743-1752 - [c121]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 - [c120]Bernhard Haslhofer, Friedhelm Victor, Jiahua Xu, Kwok-Yan Lam:
CAAW'24: The 3rd International Cryptoasset Analytics Workshop. WWW (Companion Volume) 2024: 1741 - [i71]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) - [i70]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 abs/2401.11968 (2024) - [i69]Tinghao Zhang, Kwok-Yan Lam, Jun Zhao:
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things. CoRR abs/2402.02506 (2024) - [i68]Ziyao Liu, Huanyi Ye, Chen Chen, Kwok-Yan Lam:
Threats, Attacks, and Defenses in Machine Unlearning: A Survey. CoRR abs/2403.13682 (2024) - [i67]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 abs/2403.20136 (2024) - [i66]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) - [i65]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 abs/2403.20218 (2024) - [i64]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 abs/2404.00362 (2024) - [i63]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) - [i62]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) - [i61]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) - [i60]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 abs/2406.03836 (2024) - [i59]Bowen Shen, Kwok-Yan Lam, Feng Li:
Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things. CoRR abs/2407.00814 (2024) - [i58]Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex ChiChung Kot:
Unlearnable Examples Detection via Iterative Filtering. CoRR abs/2408.08143 (2024) - [i57]Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex C. Kot:
Towards Physical World Backdoor Attacks against Skeleton Action Recognition. CoRR abs/2408.08671 (2024) - [i56]Chen Chen, Ziyao Liu, Weifeng Jiang, Goh Si Qi, Kwok-Yan Lam:
Trustworthy, Responsible, and Safe AI: A Comprehensive Architectural Framework for AI Safety with Challenges and Mitigations. CoRR abs/2408.12935 (2024) - [i55]Xueluan Gong, Mingzhe Li, Yilin Zhang, Fengyuan Ran, Chen Chen, Yanjiao Chen, Qian Wang, Kwok-Yan Lam:
Effective and Evasive Fuzz Testing-Driven Jailbreaking Attacks against LLMs. CoRR abs/2409.14866 (2024) - [i54]Jiabo Wang, Elmo Xuyun Huang, Pu Duan, Huaxiong Wang, Kwok-Yan Lam:
PSA: Private Set Alignment for Secure and Collaborative Analytics on Large-Scale Data. CoRR abs/2410.04746 (2024) - [i53]Mengmeng Yang, Chi-Hung Chi, Kwok-Yan Lam, Jie Feng, Taolin Guo, Wei Ni:
Tabular Data Synthesis with Differential Privacy: A Survey. CoRR abs/2411.03351 (2024) - [i52]Yu Jiang, Chee-Wei Tan, Kwok-Yan Lam:
FedUHB: Accelerating Federated Unlearning via Polyak Heavy Ball Method. CoRR abs/2411.11039 (2024) - [i51]Yu Jiang, Xindi Tong, Ziyao Liu, Huanyi Ye, Chee-Wei Tan, Kwok-Yan Lam:
Efficient Federated Unlearning with Adaptive Differential Privacy Preservation. CoRR abs/2411.11044 (2024) - [i50]Xueluan Gong, Yuji Wang, Shuaike Li, Mengyuan Sun, Songze Li, Qian Wang, Kwok-Yan Lam, Chen Chen:
Hidden Data Privacy Breaches in Federated Learning. CoRR abs/2411.18269 (2024) - [i49]Chen Chen, Yuchen Sun, Xueluan Gong, Jiaxin Gao, Kwok-Yan Lam:
Neutralizing Backdoors through Information Conflicts for Large Language Models. CoRR abs/2411.18280 (2024) - [i48]Guang-Bin Huang, M. Brandon Westover, Eng-King Tan, Haibo Wang, Dongshun Cui, Wei-Ying Ma, Tiantong Wang, Qi He, Haikun Wei, Ning Wang, Qiyuan Tian, Kwok-Yan Lam, Xin Yao, Tien Yin Wong:
Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain. CoRR abs/2412.06820 (2024) - 2023
- [j94]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: 103257 (2023) - [j93]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) - [j92]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: 219-229 (2023) - [j91]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) - [j90]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): 248-254 (2023) - [j89]Yujing Sun, Hao Xiong, Siu Ming Yiu, Kwok-Yan Lam:
BitAnalysis: A Visualization System for Bitcoin Wallet Investigation. IEEE Trans. Big Data 9(2): 621-636 (2023) - [j88]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): 7149-7162 (2023) - [j87]Mengmeng Yang, Ivan Tjuawinata, Kwok-Yan Lam, Tianqing Zhu, Jun Zhao:
Differentially Private Distributed Frequency Estimation. IEEE Trans. Dependable Secur. Comput. 20(5): 3910-3926 (2023) - [j86]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) - [j85]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: 62-76 (2023) - [j84]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): 1981-1996 (2023) - [j83]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): 449-457 (2023) - [j82]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): 2825-2832 (2023) - [c119]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: 11489-11503 - [c118]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: 62-77 - [c117]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: 236-268 - [c116]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 - [c115]Vinay Sachidananda, Bryson Teo, Ruitao Feng, Kwok-Yan Lam, Yang Li:
FOCUS: Fatigue-Reducing IOCs Through Prioritization and Scoring. DASC/PiCom/CBDCom/CyberSciTech 2023: 20-27 - [c114]Vinay Sachidananda, Rajendra Patil, Akshay Sachdeva, Kwok-Yan Lam, Yang Liu:
APTer: Towards the Investigation of APT Attribution. DSC 2023: 1-10 - [c113]Peiyuan Si, Jun Zhao, Kwok-Yan Lam, Qing Yang:
UAV-Assisted Semantic Communication with Hybrid Action Reinforcement Learning. GLOBECOM 2023: 3801-3806 - [c112]Kwok-Yan Lam, Victor C. W. Cheng, Zee Kin Yeong:
Applying Large Language Models for Enhancing Contract Drafting. LegalAIIA@ICAIL 2023: 70-80 - [c111]Jiani Fan, Kwok-Yan Lam, Dusit Niyato:
Differentiated Security in the Age of Cognitive Internet of Things (CIoT). ICDCS 2023: 965-966 - [c110]Sen Li, Mengmeng Ge, Ruitao Feng, Xiaohong Li, Kwok-Yan Lam:
Automatic Detection and Analysis towards Malicious Behavior in IoT Malware. ICDM (Workshops) 2023: 1332-1341 - [c109]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: 370-382 - [c108]Vinay Sachidananda, Rajendra Patil, Hongyi Peng, Yang Liu, Kwok-Yan Lam:
ThreatLand: Extracting Intelligence from Audit Logs via NLP methods. PST 2023: 1-6 - [c107]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 - [c106]Alka Luqman, Anupam Chattopadhyay, Kwok-Yan Lam:
Membership Inference Vulnerabilities in Peer-to-Peer Federated Learning. SecTL@AsiaCCS 2023: 6:1-6:5 - [c105]Vinay Sachidananda, Sivaanandh Muneeswaran, Yang Liu, Kwok-Yan Lam:
Do NoT Open (DOT): A Unified Generic and Specialized Models for Detecting Malicious Email Attachments. TrustCom 2023: 412-421 - [c104]Vinay Sachidananda, Berwyn Chai, Florian Gondesen, Kwok-Yan Lam, Yang Liu:
Honey-Gauge: Enabling User-Centric Honeypot Classification. UbiSec 2023: 114-132 - [c103]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 - [i47]Peiyuan Si, Wenhan Yu, Jun Zhao, Kwok-Yan Lam, Qing Yang:
UAV aided Metaverse over Wireless Communications: A Reinforcement Learning Approach. CoRR abs/2301.01474 (2023) - [i46]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 abs/2305.18481 (2023) - [i45]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 abs/2306.02384 (2023) - [i44]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 abs/2307.01709 (2023) - [i43]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 abs/2307.05627 (2023) - [i42]Tinghao Zhang, Kwok-Yan Lam, Jun Zhao:
User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks. CoRR abs/2309.09253 (2023) - [i41]Peiyuan Si, Jun Zhao, Kwok-Yan Lam, Qing Yang:
UAV-assisted Semantic Communication with Hybrid Action Reinforcement Learning. CoRR abs/2309.16713 (2023) - [i40]Bing Huang, Dipankar Chaki, Athman Bouguettaya, Kwok-Yan Lam:
A Survey on Conflict Detection in IoT-based Smart Homes. CoRR abs/2310.04447 (2023) - [i39]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 abs/2310.07492 (2023) - [i38]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 abs/2310.09792 (2023) - [i37]Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam:
Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. CoRR abs/2310.10541 (2023) - [i36]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 abs/2310.17491 (2023) - [i35]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) - [i34]Renyang Liu, Wei Zhou, Sixin Wu, Jun Zhao, Kwok-Yan Lam:
SSTA: Salient Spatially Transformed Attack. CoRR abs/2312.07258 (2023) - [i33]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: 647 (2023) - [i32]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: 1759 (2023) - 2022
- [j81]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): 4330-4342 (2022) - [j80]Kwok-Yan Lam, Sananda Mitra, Florian Gondesen