giladcohen Goto Github PK

active_learning_project

adversarial_robustness_toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

arf

Simple Post-Training Robustness Using Test Time Augmentations and Random Forest

benchmark_vae

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clip4clip

An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"

darkon

Toolkit to Hack Your Deep Learning Models

darkon-examples

Examples for darkon

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deep_mahalanobis_detector

Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".

eval_kitti

Tools to evaluate object detection results using the KITTI dataset.

evaluate

A library for easily evaluating machine learning models and datasets.

influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

katana

knn_dnn_transformer

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

mi_attack

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

nnif_adv_defense

Detection of adversarial examples using influence functions and nearest neighbors

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

pytorch_classification

Classification with PyTorch.

research

My personal research environment

sif_mi_attack

Membership Inference Attack Using Self Influence Functions

tensorflow_tb

trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vat_pytorch

Virtual Adversarial Training (VAT) implementation for PyTorch

wide-resnet.pytorch

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch