Jiani Fan

20 papers A 1B 2C 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions.
IEEE Internet Things J.
Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2025 J jnl
Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions.
CoRR
Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam
2025 J jnl
Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks.
CoRR
Minrui Xu, Jiani Fan, Xinyu Huang, Conghao Zhou, Jiawen Kang, Dusit Niyato, Shiwen Mao, Zhu Han, Xuemin Shen, Kwok-Yan Lam
2025 J jnl
Improving Security in IoT-Based Human Activity Recognition: A Correlation-Based Anomaly Detection Approach.
IEEE Internet Things J.
Jiani Fan, Ziyao Liu, Hongyang Du, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles.
CoRR
Jiani Fan, Minrui Xu, Ziyao Liu, Huanyi Ye, Chaojie Gu, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Decentralized Multimedia Data Sharing in IoV: A Learning-Based Equilibrium of Supply and Demand.
IEEE Trans. Veh. Technol.
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Decentralized Multimedia Data Sharing in IoV: A Learning-based Equilibrium of Supply and Demand.
CoRR
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks.
CoRR
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2024 — conf
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-Based Federated Learning.
ICC
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning.
CoRR
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
2024 B conf
Empirical Evaluation of Hyper-parameter Optimization Techniques for Deep Learning-based Malware Detectors.
KES
Lwin Khin Shar, Ta Nguyen Binh Duong, Yao Cong Yeo, Jiani Fan
2023 — conf
A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles.
VTC Fall
Jiani Fan, Minrui Xu, Ziyao Liu, Huanyi Ye, Chaojie Gu, Dusit Niyato, Kwok-Yan Lam
2023 — conf
A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security.
CPSS@AsiaCCS
Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Ziyao Liu, Kwok-Yan Lam
2023 A conf
Differentiated Security in the Age of Cognitive Internet of Things (CIoT).
ICDCS
Jiani Fan, Kwok-Yan Lam, Dusit Niyato
2023 — conf
Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles.
SecTL@AsiaCCS
Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam
2023 J jnl
Understanding Security in Smart City Domains From the ANT-Centric Perspective.
IEEE Internet Things J.
Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du
2022 J jnl
Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey.
CoRR
Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam
2022 B conf
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks.
NSS
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2022 C conf
DronLomaly: Runtime Detection of Anomalous Drone Behaviors via Log Analysis and Deep Learning.
APSEC
Lwin Khin Shar, Wei Minn, Ta Nguyen Binh Duong, Jiani Fan, Lingxiao Jiang, Daniel Lim Wai Kiat
2022 J jnl
Privacy-Preserving Aggregation in Federated Learning: A Survey.
CoRR
Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao