wellido

Aries

mutation_tool

A mutation testing tool for DNN systems

wellido.github.io

wellido

あらら

adatest

Find and fix bugs in natural language machine learning models using adaptive testing.

adversarial-examples

Code for the paper: "Adversarial Examples for Models of Code"

adversarial-robustness-toolbox

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

CoCofuzzing

code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

code2vec

TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"

CodeXGLUE

CodeXGLUE

congruency

[TPAMI2019] The implementation for "Direction Concentration Learning: Enhancing Congruency in Machine Learning"

deepWordBug

CodeBase for Paper: "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers", / Interactive Demo @

DenseNet

DenseNet implementation in Keras

DenseNet-Cifar10

Train DenseNet on Cifar-10 based on Keras

Double-Win-Quant

[ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inference" by Yonggan Fu, Qixuan Yu, Meng Li, Vikas Chandra, Yingyan Lin

Guided-Mutation-ICST-2021

This is the Code and Data Repository of the paper accepted for publication at ICST 2021:

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-contrib

Keras community contributions

MCP

Multiple-Boundary Clustering and Prioritization

mutmut

Mutation testing system

one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

OpenAttack

An Open-Source Package for Textual Adversarial Attack.

phd-thesis

Project_CodeNet

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

PWWS

Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency

TestRank

This is an implementation of the paper "TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks" in NeurIPS'2021.

TestSelection

Test Selection of Deep Learning

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

wide_resnets_keras

Keras implementation + pretrained weights for "Wide Residual Networks"