IEEE

Securing Federated Learning Against Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection on Local Updates

Abstract: Current defense mechanisms against model poisoning attacks in federated learning (FL) systems have proven effective up to a certain threshold of malicious clients (e.g., 25% to 50%). In this ...
IEEE

Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink

Abstract: The concept of Compressed Sensing-aided Space-Frequency Index Modulation (CS-SFIM) is conceived for the Large-Scale Multi-User Multiple-Input Multiple-Output Uplink (LS-MU-MIMO-UL) of ...
IEEE

MUXAS-VR: A Multi-Dimensional User Experience Assessment System for Virtual Reality

Abstract: Virtual Reality (VR) technology offers immersive experiences across various domains, but assessing user experience (UX) remains a challenge. Traditional methods, such as questionnaires, are ...
IEEE

An Investigation on the Three-Dimensional Memristive Morris–Lecar Model With Magnetic Induction Effects: Simulation of Biological Behaviors and Cost-Effective Digital Circuit ...

Abstract: The use of FPGA technology is becoming more popular for integrating neuromorphic computing systems because of the parallel processing capabilities and flexibility it offers. This study ...