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adversarial-examples

Code to reproduce results in the paper "Defending against Adversarial Images using Basis Functions Transformations"

adversarial-logit-pairing-analysis

Analysis of Adversarial Logit Pairing

adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

az-900_course-material

Course Material for in28minutes courses on Java, Spring Boot, DevOps, AWS, Google Cloud, and Azure.

books

o armazém de livros

cifar-vgg

VGG16 models for CIFAR-10 and CIFAR-100 using Keras

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cleverhans

A library for benchmarking vulnerability to adversarial examples

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

curso_docker

Repositório do curso de Docker ministrado na Udemy.

evademl-zoo

Benchmarking and Visualization Tool for Adversarial Machine Learning

featuresqueezing

Detecting Adversarial Examples in Deep Neural Networks

gcluster

Grid-based clustering

handong1587.github.io

hdbscan

icovid-19

Aplicativo para Análise de imagens de raio-x, visando a identificação de presença do vírus covid-19 no pulmão dos pacientes.

lid_adversarial_subspace_detection

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

linalg4datascience

Code that accompanies the book "Linear Algebra for Data Science"

magnet

MagNet: a Two-Pronged Defense against Adversarial Examples

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

models

Models and examples built with TensorFlow

multimagnet

multimagnet_ga031

numericalmethods

preditivo_bioetica

queries-tpch-dbgen-mysql

TPC-H Benchmark para MYSQL

react

rnademo

scidb

Public issue tracking system for SciDB