resnet18-model

Repository for replicating the experiments described in the articles developed as part of the joint research between Universitas Mercatorum and Universidad de Cádiz (UCA).

This repository presents our work on reproducing the experiment from Federated Learning Clean-Label Attack (Y. Xie and T. Zhu, 2024). We conduct experiments on the MNIST and CIFAR-10 datasets under both IID and non-IID data partitioning across clients.

Deep learning classification of lung opacity in chest X-rays using a custom CNN and fine-tuned ResNet18 with PyTorch.

Projects Computer Vision (CV), MSc Artificial Intelligence, Year 1, Semester 2, Faculty of Mathematics and Computer Science, University of Bucharest