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backfuzz

This project was done as part of the course ECE1784H Trustworthy Machine Learning at the University of Toronto. BackFuzz modifies DLFuzz, an automated whitebox fuzzer which generates adversarial inputs that cause misbehavior in DL models. See https://github.com/turned2670/DLFuzz for more information. BackFuzz is designed to target models that have been compromised with a backdoor and generate inputs that trigger this backdoor.

biggan-pytorch

Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)

biggan-pytorch-1

The author's officially unofficial PyTorch BigGAN implementation.

cagfuzz

conditional-gans-pytorch

CGAN ProjectionCGAN ACGAN InfoGAN Pytorch

cyphercat

Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking attacks and defenses.

data-visualization-with-python

Pie Charts, Box Plots, Scatter Plots, and Bubble Plots

deepxplore

DeepXplore code release

dlfuzz

DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems

face-transformer

Face Transformer for Recognition

g3h4n.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

gan-trained-model-detection-and-attribution

Model training source audit.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

inception-score-pytorch

Inception Score for GANs in Pytorch

lsun

LSUN Dataset Documentation and Demo Code

metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

otdd

Optimal Transport Dataset Distance

prjack

Pruning-Resistant Model Hijacking Attack

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

pytorch-gan-collections

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

stylegan2

StyleGAN2 - Official TensorFlow Implementation

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

tensorfuzz

A library for performing coverage guided fuzzing of neural networks