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2020 – today
- 2025
[j3]Jiani Fan
, Ziyao Liu, Hongyang Du, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam:
Improving Security in IoT-Based Human Activity Recognition: A Correlation-Based Anomaly Detection Approach. IEEE Internet Things J. 12(7): 8301-8315 (2025)- [i8]Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam:
Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. CoRR abs/2503.10058 (2025) - [i7]Minrui Xu, Jiani Fan, Xinyu Huang, Conghao Zhou, Jiawen Kang, Dusit Niyato, Shiwen Mao, Zhu Han, Xuemin Shen, Kwok-Yan Lam:
Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks. CoRR abs/2505.12786 (2025) - 2024
- [j2]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) - [c8]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 - [c7]Lwin Khin Shar, Ta Nguyen Binh Duong, Yao Cong Yeo, Jiani Fan:
Empirical Evaluation of Hyper-parameter Optimization Techniques for Deep Learning-based Malware Detectors. KES 2024: 2090-2099 - [i6]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) - [i5]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) - [i4]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) - [i3]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) - 2023
- [j1]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) - [c6]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 - [c5]Jiani Fan, Kwok-Yan Lam, Dusit Niyato:
Differentiated Security in the Age of Cognitive Internet of Things (CIoT). ICDCS 2023: 965-966 - [c4]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 - [c3]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 - 2022
- [c2]Lwin Khin Shar, Wei Minn, Ta Nguyen Binh Duong, Jiani Fan, Lingxiao Jiang, Daniel Lim Wai Kiat:
DronLomaly: Runtime Detection of Anomalous Drone Behaviors via Log Analysis and Deep Learning. APSEC 2022: 119-128 - [c1]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: 283-304 - [i2]Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam:
Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey. CoRR abs/2202.05023 (2022) - [i1]Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao:
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR abs/2203.17005 (2022)
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