205 citations · 247 across the 14 of their papers we have counts for
14 papers
Proof of Swarm Based Ensemble Learning for Federated Learning Applications
Ali Raza, Kim Phuc Tran, Ludovic Koehl +1
Ensemble learning combines results from multiple machine learning models in order to provide a better and optimised predictive model with reduced bias, variance and improved predic…
Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
Ali Raza, Shujun Li, Kim-Phuc Tran +2
Adversarial attacks such as poisoning attacks have attracted the attention of many machine learning researchers. Traditionally, poisoning attacks attempt to inject adversarial trai…
Explainable Anomaly Detection for Industrial Control System Cybersecurity
Do Thu Ha, Nguyen Xuan Hoang, Nguyen Viet Hoang +3
Industrial Control Systems (ICSs) are becoming more and more important in managing the operation of many important systems in smart manufacturing, such as power stations, water sup…
Anomaly Detection for Compositional Data using VSI MEWMA control chart
Thi Thuy Van Nguyen, Cédric Heuchenne, Kim Phuc Tran
In recent years, the monitoring of compositional data using control charts has been investigated in the Statistical Process Control field. In this study, we will design a Phase II…
Lightweight Transformer in Federated Setting for Human Activity Recognition
Ali Raza, Kim Phuc Tran, Ludovic Koehl +3
Human activity recognition (HAR) is a machine learning task with important applications in healthcare especially in the context of home care of patients and older adults. HAR is of…
The Effect of Autocorrelation on the Shewhart-RZ Control Chart
H. D. Nguyen, A. Ahmadi Nadi, K. P. Tran +3
In many industrial manufacturing processes, the quality of products depends on the relation between two main ingredients or characteristics. Often, this calls for monitoring the ra…