9 citations · 22 across the 6 of their papers we have counts for
6 papers
Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions
Jiani Fan, Lwin Khin Shar, Ruichen Zhang +5
Money laundering is a financial crime that obscures the origin of illicit funds, necessitating the development and enforcement of anti-money laundering (AML) policies by government…
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks
Jiani Fan, Lwin Khin Shar, Jiale Guo +3
This paper aims to provide differentiated security protection for infotainment data communication in Internet-of-Vehicle (IoV) networks. The IoV is a network of vehicles that uses…
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu +3
With the rapid development of low-cost consumer electronics and cloud computing, Internet-of-Things (IoT) devices are widely adopted for supporting next-generation distributed syst…
AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories
Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam
Training large AI models typically requires large-scale datasets in the machine learning process, making training and parameter-tuning process both time-consuming and costly. Some…
Privacy-Preserving Aggregation in Federated Learning: A Survey
Ziyao Liu, Jiale Guo, Wenzhuo Yang +3
Over the recent years, with the increasing adoption of Federated Learning (FL) algorithms and growing concerns over personal data privacy, Privacy-Preserving Federated Learning (PP…
Understanding Security in Smart City Domains From the ANT-centric Perspective
Jiani Fan, Wenzhuo Yang, Ziyao Liu +4
A city is a large human settlement that serves the people who live there, and a smart city is a concept of how cities might better serve their residents through new forms of techno…