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Minglin Liu's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Python library for adversarial machine learning, attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

aris-sp icon aris-sp

source code for paper "Adversarial robust image steganography against lossy JPEG compression"

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

dct icon dct

implement Discrete Cosine Transform

dct-discrete-cosine-transform icon dct-discrete-cosine-transform

Identify the frequency domain of an image. Aplly Discrete Cosine Transform(DCT ) and Inverse Discrete Cosine Transform(IDCT) in image

idcn icon idcn

Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction

mae-steganography icon mae-steganography

sourece code for paper 'Steganography enhancement via multiple adversarial examples'

mae-tifs icon mae-tifs

source code for paper "A New Adversarial Embedding Method for Enhancing Image Steganography"

pytorch_wavelets icon pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT)

stego-post-processing icon stego-post-processing

A simple yet effective post-processing method to enhance image steganography in spatial domain.

torch-dct icon torch-dct

DCT (discrete cosine transform) functions for pytorch

ugs-tdsc icon ugs-tdsc

Source code for paper "Adversarial Steganography Embedding via Stego Generation and Selection"

wavelet-denoising icon wavelet-denoising

A script to use the PyWavelet library to perform denoising on a signal using a multi-level signal decomposition using a discrete wavelet transform.

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