Federated-Learning-Based Wireless Traffic Prediction

Authors: Li, Feng, Chen, Xiaona, Lam, Kwok-Yan, Shen, Bowen, Wang, Li

Source: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) Artificial Intelligence in Information and Communication (ICAIIC), 2025 International Conference on. :0748-0753 Feb, 2025

Relation: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

Secure Dynamic Spectrum Access in Internet-of-Things Based on Machine Unlearning

Authors: Li, Feng, Shui, Shen, Lam, Kwok-Yan, Shen, Bowen, Wang, Li

Source: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) Artificial Intelligence in Information and Communication (ICAIIC), 2025 International Conference on. :0131-0136 Feb, 2025

Relation: 2025 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

Efficient Federated Unlearning with Adaptive Differential Privacy Preservation

Authors: Jiang, Yu, Tong, Xindi, Liu, Ziyao, Ye, Huanyi, Tan, Chee Wei, Lam, Kwok-Yan

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :7822-7831 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

A Message-based Lightweight Session Key Distribution Scheme for Intra-Vehicle Network

Authors: Cao, Jin, Shang, Chao, Li, Zejian, Luo, Yurong, Lam, Kwok-Yan, Chi, Chi-Hung, Li, Hui

Source: GLOBECOM 2024 - 2024 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2024 - 2024 IEEE. :505-510 Dec, 2024

Relation: GLOBECOM 2024 - 2024 IEEE Global Communications Conference

FedUHB: Accelerating Federated Unlearning via Polyak Heavy Ball Method

Authors: Jiang, Yu, Tan, Chee Wei, Lam, Kwok-Yan

Source: 2024 IEEE Information Theory Workshop (ITW) Information Theory Workshop (ITW), 2024 IEEE. :235-240 Nov, 2024

Relation: 2024 IEEE Information Theory Workshop (ITW)

A Survey on Physical Event Verification in User-centric Smart Home Systems

Authors: Huang, Bing, Lam, Kwok-Yan

Source: 2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW) ISSREW Software Reliability Engineering Workshops (ISSREW), 2024 IEEE 35th International Symposium on. :263-270 Oct, 2024

Relation: 2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW)

UPDATE: Mining User-News Engagement Patterns for Dual-Target Cross-Domain Fake News Detection

Authors: Yang, Xuankai, Wang, Yan, Zhang, Xiuzhen, Wang, Shoujin, Wang, Huaxiong, Lam, Kwok-Yan

Source: 2024 IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA) Data Science and Advanced Analytics (DSAA), 2024 IEEE 11th International Conference on. :1-10 Oct, 2024

Relation: 2024 IEEE 11th International Conference on Data Science and Advanced Analytics (DSAA)

Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions

Authors: Fan, Jiani, Shar, Lwin Khin, Zhang, Ruichen, Liu, Ziyao, Yang, Wenzhuo, Niyato, Dusit, Mao, Bomin, Lam, Kwok-Yan

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2503.10058

A Failure-Free and Efficient Discrete Laplace Distribution for Differential Privacy in MPC

Authors: Tjuawinata, Ivan, Wang, Jiabo, Yang, Mengmeng, Lyu, Shanxiang, Wang, Huaxiong, Lam, Kwok-Yan

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2503.07048

A Macro- and Micro-Hierarchical Transfer Learning Framework for Cross-Domain Fake News Detection

Authors: Yang, Xuankai, Wang, Yan, Zhang, Xiuzhen, Wang, Shoujin, Wang, Huaxiong, Lam, Kwok Yan

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.14403

Open Problems in Machine Unlearning for AI Safety

Authors: Barez, Fazl, Fu, Tingchen, Prabhu, Ameya, Casper, Stephen, Sanyal, Amartya, Bibi, Adel, O'Gara, Aidan, Kirk, Robert, Bucknall, Ben, Fist, Tim, Ong, Luke, Torr, Philip, Lam, Kwok-Yan, Trager, Robert, Krueger, David, Mindermann, Sören, Hernandez-Orallo, José, Geva, Mor, Gal, Yarin

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2501.04952

An Efficient and Certified LEO Satellite-Enabled Smart Management System

Authors: Shen, Bowen, Lam, Kwok-Yan, Zheng, Yuhang, Lim, Kai Wey, Yang, Wenzhuo, Li, Feng

Source: 2024 International Conference on ICT for Smart Society (ICISS) ICT for Smart Society (ICISS), 2024 International Conference on. :1-7 Sep, 2024

Relation: 2024 International Conference on ICT for Smart Society (ICISS)

Malicious Unlearning in Ensemble Models

Authors: Ye, Huanyi, Liu, Ziyao, Jiang, Yu, Guo, Jiale, Lam, Kwok-Yan

Source: 2024 21st Annual International Conference on Privacy, Security and Trust (PST) Privacy, Security and Trust (PST), 2024 21st Annual International Conference on. :1-6 Aug, 2024

Relation: 2024 21st Annual International Conference on Privacy, Security and Trust (PST)

Fine-Tunable Semantic Communication for Image Transmission

Authors: Si, Peiyuan, Liu, Renyang, Qian, Liangxin, Zhao, Jun, Lam, Kwok-Yan

Source: 2024 10th International Conference on Big Data Computing and Communications (BigCom) BIGCOM Big Data Computing and Communications (BigCom), 2024 10th International Conference on. :284-290 Aug, 2024

Relation: 2024 10th International Conference on Big Data Computing and Communications (BigCom)

Proactive Detection of Physical Inter-rule Vulnerabilities in IoT Services Using a Deep Learning Approach

Authors: Huang, Bing, Chen, Chen, Lam, Kwok-Yan, Huang, Fuqun

Source: 2024 IEEE International Conference on Web Services (ICWS) ICWS Web Services (ICWS), 2024 IEEE International Conference on. :164-171 Jul, 2024

Relation: 2024 IEEE International Conference on Web Services (ICWS)

Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain

Authors: Huang, Guang-Bin, Westover, M. Brandon, Tan, Eng-King, Wang, Haibo, Cui, Dongshun, Ma, Wei-Ying, Wang, Tiantong, He, Qi, Wei, Haikun, Wang, Ning, Tian, Qiyuan, Lam, Kwok-Yan, Yao, Xin, Wong, Tien Yin

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.06820

Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-Based Federated Learning

Authors: Shen, Jiyuan, Yang, Wenzhuo, Chu, Zhaowei, Fan, Jiani, Niyato, Dusit, Lam, Kwok-Yan

Source: ICC 2024 - IEEE International Conference on Communications Communications, ICC 2024 - IEEE International Conference on. :2034-2039 Jun, 2024

Relation: ICC 2024 - IEEE International Conference on Communications

Neutralizing Backdoors through Information Conflicts for Large Language Models

Authors: Chen, Chen, Sun, Yuchen, Gong, Xueluan, Gao, Jiaxin, Lam, Kwok-Yan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2411.18280

Hidden Data Privacy Breaches in Federated Learning

Authors: Gong, Xueluan, Wang, Yuji, Li, Shuaike, Sun, Mengyuan, Li, Songze, Wang, Qian, Lam, Kwok-Yan, Chen, Chen

Subject Terms: Computer Science - Computation and Language, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2411.18269

Network Traffic Prediction Using PSO-LightGBM- TM

Authors: Li, Feng, Nie, Wei, Lam, Kwok-Yan, Shen, Bowen, Li, Xiuhua

Source: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Computer Communications Workshops (INFOCOM WKSHPS), IEEE INFOCOM 2024 - IEEE Conference on. :1-6 May, 2024

Relation: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)