jhayes14

membership-inference-machine-learning-literature

pentest-notes

torch-mfa

Train a Mixture of Factor Analyzers (MFA) / Mixture of Probabilistic PCA (MPPCA) - low-rank-plus-diagonal GMMs using pytorch

poisontap

Exploits locked/password protected computers over USB, drops persistent WebSocket-based backdoor, exposes internal router, and siphons cookies using Raspberry Pi Zero & Node.js.

plain-academic

A truly simple website template for academics

robustness_lib

tls-fingerprinting

TLS Fingerprinting

mc_gradients

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

PyTorch-BayesianCNN

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

DeepIPR

[NeurIPS 2019] This is the code repo of our novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.

cox

A lightweight experimental logging library

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Measure-Concentration

An Empirical Method of Measuring Concentration for Distributions

WatermarkNN

Watermarking Deep Neural Networks (USENIX 2018)

Interval_bound_propagation

PyTorch implementation of paper "On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models"

torchbearer

torchbearer: A model fitting library for PyTorch

provable-robustness-max-linear-regions

Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]

koel

🐦 A personal music streaming server that works.

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

geometric-certificates

Geometric Certifications of Neural Nets

scitime

Training time estimation for scikit-learn algorithms

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

ClusterBuster

Monitors your cluster jobs and sends you an email when they change state.

interval-bound-propagation

This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

PlotNeuralNet

Latex code for making neural networks diagrams

AutoBib

AutoBib: create beautiful bib files and html publication pages automagically

smoothing

Provable adversarial robustness at ImageNet scale

fast_adversarial

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"