Ulster University

Accelerating your Research using the Northern Ireland HPC cluster: Hands-on guide with GPU and CPU-based applications - Part 2

This workshop will consider several applications based on machine learning classification and the training of artificial neural networks and deep learning.
IEEE

Mitigating Poisoning Attacks in Federated Learning Through Deep One-Class Classification

Abstract: Federated learning (FL) enables clients to learn a machine learning model collaboratively without sharing their private local data to the server. However, due to its distributed structure, ...
IEEE

Classification and Comparative Analysis of Hazardous Asteroids Using Machine Learning

Abstract: Asteroids are small, rocky celestial objects that continuously orbit the Sun. They can be hazardous if classified as Near-Earth Objects (NEOs). Machine learning models can assist in ...