Faisal Ahmed's repositories
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
MemberShieldCopy
MemberShield: A Framework for Federated Learning with Membership Privacy
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
mia-covid
Privacy in Practice: Private COVID-19 Detection in X-Ray Images
FederatedLearning
Material for the course "Federated Learning"
ml_privacy_meter
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
xkdd23-genderbias
Supplementary material to the paper submitted to XKDD workshop @ ECML 2023.
reinforcement-learning-tutorials
Reinforcement Learning Algorithms Tutorial (Python)
blades
Blades: A simulator and benchmark for Byzantine-robust federated Learning with Attacks and Defenses Experimental Simulation
ANP_backdoor
Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"
medigan
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
GradAttack
GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.
azureml-tutorial
Azure Machine Learning Tutorial (CLI / Python)
Brain-Tumor-Classification-Using-Transfer-Learning
Machine Learning Course Project
RotPredPho
Accurately predicting microbial phosphorylation sites using evolutionary and structural features
Crystal
Defending Privacy Against More Knowledgeable Membership Inference Attackers
Explainable_Neural_Network
Develop a neural network with shap value explanation. Demo on tubular data.
Machine-learning-for-proteins
Listing of papers about machine learning for proteins.