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1. Adversarial-Examples-For-Audio-Data Adversarial-Examples-For-Audio-Data Public

   Repo for papers to read on adversarial attack and defense techniques in the audio domain.

   35 4

2. CNN-RNN-for-Multiclass-Classification-on-SST-dataset CNN-RNN-for-Multiclass-Classification-on-SST-dataset Public

   PyTorch implementation of multi-class sentiment classification on SST dataset using CNN and RNN.

   Jupyter Notebook 6

3. CVAE_pytorch CVAE_pytorch Public

   CVAE implementation on MNIST dataset using PyTorch

   Python

4. DeepFool DeepFool Public

   PyTorch implementation of DeepFool adversarial attack.

   Jupyter Notebook 7 3

5. WideResNet_MNIST_Adversarial_Training WideResNet_MNIST_Adversarial_Training Public

   WideResNet implementation on MNIST dataset. FGSM and PGD adversarial attacks on standard training, PGD adversarial training, and Feature Scattering adversarial training.

   Python 3 1

6. Speech-Command-Classification Speech-Command-Classification Public

   Speech command classification on Speech-Command v0.02 dataset using PyTorch and torchaudio. In this example, three models have been trained using the raw signal waveforms, MFCC features and MelSpec…

   Python 9 5