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aco_tsp_solver

Solve travelling salesman problem with ant colony optimization algorithms

adversarial-attacks-pytorch

This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attack), and Carlini Wagner's L2 attack. Also contained is the code to visualise it, along with a detailed report and a poster explaining the various attacks.

adversarial-robustness-toolbox

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

adversarial-steganography

adversarialnetspapers

The classical paper list with code about generative adversarial nets

algorithm

Some classic algorithmic topics

an-embedding-cost-learn-gan

The source code of paper "An Embedding Cost Learning Framework Using GAN"

ant-colony-tsp

Solve TSP using Ant Colony Optimization in Python 3

audio-steganography-cnn

An audio steganalysis method based on CNN in the time domain.

audio-steganography-using-gan

These are the codes for paper "Learning to Generate Steganographic Cover for Audio Steganography using GAN"

audio_steganalysis

The source code of "Audio steganalysis with Improved CNN"

autogan

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

awesome-steganalysis-project

🍿️some awesome Steganalysis

breakingsteganalysisgan

BreakingSteganalysisGAN

caecnncode

some code for deep steganalysis

capsule-networks

A Tensorflow implementation of Capsule Networks

cifar-10-cnn

Play deep learning with CIFAR datasets

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

clash_for_windows_pkg

A Windows GUI based on Clash

cleverhans

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

cnn-with-xgboost

This repository is codeabout cnn with xgboost

cov-pooling-steganalytic-network

A fast and effective global covariance pooling network for image steganalysis in spatial domain.

deepspeechrecognition

A Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型

dl_steganalysis

Deep learning based image steganalysis in spatial domain

fgsm

Simple pytorch implementation of FGSM and I-FGSM

fgsm-pytorch

A pytorch implementation of "Explaining and harnessing adversarial examples"

ganspapercollection

gard-adversarial-speaker-id

Adversarial attack and defense strategies for deep speaker recognition systems

image-steganalysis

Project for Information Content Security @ Fudan University