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adversarial-explanations-cifar

Code example for the paper, "Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness."

adversarial-robustness-toolbox

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

advertorch

A Toolbox for Adversarial Robustness Research

ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

calibration-framework

Python Framework to calibrate confidence estimates of classifiers like Neural Networks

clever

CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks

cleverhans

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

coding-interview-university

A complete computer science study plan to become a software engineer.

deepfool

A simple and accurate method to fool deep neural networks

fakebob

Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems"

featureattack

Strongest attack against Feature Scatter and Adversarial Interpolation

foolbox

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

gnnpapers

Must-read papers on graph neural networks (GNN)

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

leave

leave

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

nonconformist

Python implementation of the conformal prediction framework.

robustbnns

Robustness of Bayesian Neural Networks to Gradient-Based Attacks

robustness

Corruption and Perturbation Robustness (ICLR 2019)

sigsep-mus-db

Python parser and tools for MUSDB18 Music Separation Dataset

speechadvgan

sv_score_calibration

clone from https://github.com/alumae/sv_score_calibration.git

tacotron

A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

tom-net_poster_latex

LaTex Poster for TOM-Net (CVPR 2018)

torch-dct

DCT (discrete cosine transform) functions for pytorch

userscript

🐵 自用的一些乱七八糟 油猴脚本~

voxceleb_trainer

In defence of metric learning for speaker recognition

wtfpython-cn

Python小技巧学习

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