maurapintor Goto Github PK

adversarial_spectrogram

ai4dev

artisan

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

challenges

PyBites Code Challenges

cleverhans

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

crown-ibp

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

debug_attacks

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

explainability_tool

fast_adversarial

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

flask-classification

Simple webserver running a classification service.

flask-classification-2021-projects-e

flask-classification-2022-base

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

icml-2022-shift-happens-workshop

Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)

imagenet_subsets

Provides functionalities to extract a subset of specified classes from the ImageNet dataset.

inventoryapp

This is a project that I made for the Udacity Android Basics Nanodegree by Google. It uses a content provider for handling the database of a store.

isde-projects-2023-a

isde_tutoring

latex-flatten

LaTeX flattening script in Python

maurapintor

maurapintor.github.io

Maura's personal homepage, created from mmistakes/minimal-mistakes

ml_pytorch_tutorial

mlsec

Short PhD seminar on Machine Learning Security (Adversarial Machine Learning)

mnist-pretrained

pandavision

Security evaluation module with onnx, pytorch, and SecML.

pytorch-model-creator

pytorch-speech-commands

Speech commands recognition with PyTorch

risk-explorer-for-machine-learning