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adversarial-attack-query-mechanism

Practical Black-box Attacks on Deep Neural Networks using Efficient Query Mechanisms

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

advgan

advgan-tf

Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks

advgan_pytorch

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

bigtao

deepfool

A simple and accurate method to fool deep neural networks

federated

A framework for implementing federated learning

handwritten-digits-classification-using-knn-multiclass_perceptron-svm

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

learngit

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

prediction-poisoning

Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)

rnn-lstm-gru--based-aircraft-trajectory-prediction

srflow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

trajairnet

A socially-aware trajectory prediction algorithm