garrisongys's repositories
adversarial-MTSR
AE on time-series regression model
adversarial-robustness-toolbox
This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/
backdoor-learning-resources
A curated list of backdoor learning resources
DBA
DBA: Distributed Backdoor Attacks against Federated Learning
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
Federated-Learning-and-Split-Learning-with-raspberry-pi
SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
gans-awesome-applications
Curated list of awesome GAN applications and demo
garrison
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
green-energy-production-inverter-prediction
The project aims to use AI to improve the prediction of weather and equipment failure in order to optimize power generation from solar panels.
Machine-Learning-Collection
Traditional Machine Learning and Deeplearning using Pytorch
malnet-image
A large-scale database of malicious software images
mesapy
A Fast and Safe Python based on PyPy
notes
my dev notes
PySyft
A library for encrypted, privacy preserving deep learning
ReLU_defense
ReLU defense against adversarial attacks
smoothing
Provable adversarial robustness at ImageNet scale
stux-DNN
Run-time trojan attack on neural networks
tensorflow
An Open Source Machine Learning Framework for Everyone
TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
TrojanNN
Trojan Attack on Neural Network