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Top 9 adversarial open source projects

gans-collection.torch

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

✭ 53

lua python shell deep-learning torch generative-adversarial-network dcgan gans adversarial context-encoder ali

adversarial-classifier

It turns out that adversarial and clean data are not twins, not at all.

✭ 18

python TeX deep-neural-networks adversarial

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

✭ 181

python HTML security machine-learning research pytorch adversarial backdoors adversarial-machine-learning federated-learning backdoor-attacks neural-trojan deep-learning-security ml-backdoors deep-learning-backdoors

RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)

✭ 43

python attack rays adversarial robustness attack-defense hard-label robust-model

Adversarial Discriminative Domain Adaptation in Chainer

✭ 24

python chainer mnist svhn adversarial adda domain-adaptation chainer-adda

Code for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. https://aclanthology.org/2021.acl-long.381/

✭ 66

python Jsonnet natural-language-processing pretrained-models adversarial few-shot-learning

AdversarialBinaryCoding4ReID

Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

✭ 12

python shell hashing generative-adversarial-network gan adversarial person-reidentification person-re-identification binary-code

MNIST-adversarial-images

Create adversarial images to fool a MNIST classifier in TensorFlow

✭ 13

Jupyter Notebook deep-learning tensorflow mnist adversarial 500px

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019

✭ 22

python nlp vat neural-machine-translation nmt adversarial acl2019

1-9 of 9 adversarial projects