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Jamie Hayes's Projects

advsteg icon advsteg

Steganography via adversarial training

async-rl icon async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

black-box-attacks icon black-box-attacks

Comparison of gradient estimation techniques for black-box adversarial examples

brutedirbuster icon brutedirbuster

Golang implementation of brute force version of OWASP's DirBuster

cppn-gan-vae-tensorflow icon cppn-gan-vae-tensorflow

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

dnschain icon dnschain

A blockchain-based DNS + HTTP server that fixes HTTPS security, and more!

gan icon gan

Generate images via a Generative Adversarial Network (GAN)

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hera icon hera

Train/evaluate a Keras model, get metrics streamed to a dashboard in your browser.

k-fp icon k-fp

Benchmarks for the k-FP WF attack

lmt icon lmt

Public code for a paper "Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks."

models icon models

Models and examples built with TensorFlow

nonconformist icon nonconformist

Python implementation of the conformal prediction framework.

pytorch-bayesiancnn icon pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

rainbowtable icon rainbowtable

Implementation of a (simple) Rainbow Table for educational purposes

tabber icon tabber

Fine grained browser session information

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