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adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

adversarial-example-attack-and-defense

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.

adversarial-robustness-toolbox

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

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

certified_defenses_for_rml

cleverhans

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

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

deep-learning

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep_mahalanobis_detector

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

ece-529

Code for homework figure

ensemble_detect_adv

Source code for the paper "Training Ensembles to Detect Adversarial Examples"

error-detection

A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

fda1

Frequency_domain_analysis

github-slideshow

A robot powered training repository :robot:

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

lip-reading-by-cnn-and-lstm-architecture

#DNN #CNN #LSTM #Classification #Sequential_data #Lip_reading

multievasion

Evasion attacks against multiple malware detectors

non-targeted-adversarial-attacks

A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

pyldpc

Creation of LDPC codes & simulation of coding and decoding binary data. Applications to sound and image files.

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pymc_examples

radionet

rfml

Radio Frequency Machine Learning with PyTorch

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

srsran_4g

Open source SDR 4G software suite from Software Radio Systems (SRS) https://docs.srsran.com/projects/4g

stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.