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adversarial-squad

Code from Jia and Liang, "Adversarial Examples for Evaluating Reading Comprehension Systems" (EMNLP 2017)

adversarial-text

Generate adversarial text via gradient methods

adversarial-text-perturbation

Adversarial Text Generation using Perturbation Techniques

adversarial_text

Adversarial text model taken from tensorflow/models to make it more user friendly

adversarial_text-1

to add

artificial-adversary

🗣️ Tool to generate adversarial text examples and test machine learning models against them

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deepwordbug

Paper:M "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers", at 1ST DEEP LEARNING AND SECURITY WORKSHOP (DLS18, co-located with the 39th IEEE Symposium on Security and Privacy)

interpretable-adv

Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.

lrp_for_lstm

machine-learning-on-csic-2010

Machine Learning on dataset HTTP CSIC 2010

malconv-keras

This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adversarial sample crafting.

master-code

Code of master thesis 'Increasing the robustness of deep neural networks for text classification by examining adversarial examples'

natural-adversary

Generating Natural Adversarial Examples, ICLR 2018

textfool

Plausible looking adversarial examples for text classification