adversarial

There are 2 repositories under adversarial topic.

SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
adversarial anomaly concept-drift data-drift detection drift-detection images outlier semi-supervised-learning tabular-data text time-series unsupervised-learning
Language:Python 2105
yeyun111 / dlcv_for_beginners
《深度学习与计算机视觉》配套代码
computer-vision book beginners example deep-learning caffe mxnet pytorch u-net model-fusion gan siamese adversarial unet classification regression segmentation detection generative
Language:Python 1428
uber-common / metta
An information security preparedness tool to do adversarial simulation.
uber vagrant yaml celery python redis virtualbox infosec security network networking adversarial simulation
Language:Python 1077
yangheng95 / PyABSA
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
aspect-based-sentiment-analysis aspect-term-extraction lcf-bert pytorch pyabsa adversarial regression aspect-sentiment-triplet-extraction
Language:Jupyter Notebook 882
anuragranj / cc
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
adversarial adversarial-collaboration optical-flow depth-prediction camera-pose motion-segmentation unsupervised-learning deep-learning
Language:Python 488
ebagdasa / backdoors101
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
backdoors machine-learning research security pytorch adversarial-machine-learning adversarial deep-learning-security neural-trojan ml-backdoors backdoor-attacks deep-learning-backdoors federated-learning
Language:Python 317
alexlee-gk / video_prediction
Stochastic Adversarial Video Prediction
video-prediction stochastic adversarial vae variational-autoencoder generative-adversarial-network gan vae-gan video-generation
Language:Python 302
adversarial-explainable-ai
hbaniecki / adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
interpretable-machine-learning adversarial-machine-learning iml adversarial-attacks interpretability xai explainable-ai adversarial-examples explainability attacks security responsible-ai robustness interpretable adversarial model evaluation deep counterfactual defense
281
zhuchen03 / FreeLB
Adversarial Training for Natural Language Understanding
freelb adversarial natural-language iclr2020
Language:Python 252
gongzhitaao / tensorflow-adversarial
Crafting adversarial images
tensorflow deep-learning adversarial adversarial-images adversarial-texts
Language:Python 224
hjwdzh / AdversarialTexture
Adversarial Texture Optimization from RGB-D Scans (CVPR 2020).
texture adversarial reconstruction 3d-vision cvpr2020
Language:Python 175
ashafahi / free_adv_train
Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
adversarial-machine-learning adversarial-attacks adversarial-learning adversarial-example adversarial-examples adversarial attack-defense attack robust robustness classification
Language:Python 170
VainF / Data-Free-Adversarial-Distillation
Code and pretrained models for paper: Data-Free Adversarial Distillation
knowledge-distillation data-free adversarial model-compression knowledge-transfer dfad
Language:Python 95
WARP
YerevaNN / WARP
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/
adversarial natural-language-processing pretrained-models few-shot-learning
Language:Python 83
roytseng-tw / adversarial-pose-pytorch
A PyTorch implementation of adversarial pose estimation for multi-person
pose-estimation pytorch adversarial hourglass associative-embedding
Language:Python 66
himashi92 / Co-BioNet
[Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric Medical Image Segmentation
co-training la pytorch-implementation robust semi-supervised-learning pancreas-ct medical medical-image-segmentation adversarial adversarial-learning msd-brats 3d ct mri pytorch vnet volumetric
Language:Python 60
nashory / gans-collection.torch
Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)
gans torch adversarial deep-learning dcgan context-encoder ali generative-adversarial-network
Language:Lua 55
SamRagusa / Checkers-Reinforcement-Learning
A checkers reinforcement learning AI, and all the tools needed to train it.
alpha-beta-pruning reinforcement-learning checkers draughts q-learning machine-learning dynamic-programming ai artificial-intelligence adversarial bandit-learning adversarial-learning checker board-game game-board game checkers-reinforcement-learning
Language:Python 54
uclaml / RayS
RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)
adversarial hard-label attack-defense robust-model robustness attack rays
Language:Python 54
AlbertMillan / adversarial-training-pytorch
Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-28-10 on cifar-10. Sample code is re-usable despite changing the model or dataset.
fgsm pgd pytorch adversarial-training adversarial-attacks adversarial
Language:Python 34
icon-lab / SLATER
Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers
adversarial attention deep-learning mri-reconstruction transformers
Language:Python 34
wyzjack / SLA2P
[CIKM 2022] Self-supervision Meets Adversarial Perturbation: A Novel Framework for Anomaly Detection (PyTorch)
adversarial adversarial-perturbations anomaly-detection self-supervised-learning
Language:Python 30
pfnet-research / chainer-ADDA
Adversarial Discriminative Domain Adaptation in Chainer
adda adversarial domain-adaptation chainer chainer-adda mnist svhn
Language:Python 25
alldbi / FLM
Tensorflow implementation of Fast Geometrically-Perturbed Adversarial Faces
fast geometrically-perturbed adversarial faces
Language:Python 24
pfnet-research / vat_nmt
Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019
acl2019 vat adversarial nlp nmt neural-machine-translation
Language:Python 21
gongzhitaao / adversarial-classifier
It turns out that adversarial and clean data are not twins, not at all.
deep-neural-networks adversarial
Language:Python 20
Skin-Project
vivek231 / Skin-Project
FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-scale Features and Factorized Channel Attention
skin lesion segmentation adversarial gan deep-learning pytorch
Language:Python 20
ZFancy / IAD
[ICLR 2022] Reliable Adversarial Distillation with Unreliable Teachers
adversarial distillation reliable
Language:Python 19
jiawangbai / TA-LBF
The implementatin of our ICLR 2021 work: Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits
adversarial adversarial-machine-learning bit-flip-attack deep-learning bit-flipping adversarial-attacks
Language:Python 18
Dawn-David / DeepFool_MNIST
Based on Pytorch, the Adversarial Attack algorithm DeepFool, targeting the Mnist data set and ResNet18 network
mnist adversarial deepfool pytorch
Language:Jupyter Notebook 16
uidilr / deepirl_chainer
Implementation of GAIL and AIRL using chinerrl
inverse-reinforcement-learning imitation-learning reinforcement-learning gail airl adversarial generative irl
Language:Python 16
EspoirX / EasyAdvApp
穿山甲融合 sdk 广告封装
adv adversarial advertisement csj guanggao easyadv
Language:Kotlin 15
dogancanbakir / pirebok
pîrebok (from Kurdish "witch") - a guided adversarial fuzzer
adversarial fuzzer fuzzing cybersecurity ml sql hacktoberfest
Language:Python 14
jasonicarter / MNIST-adversarial-images
Create adversarial images to fool a MNIST classifier in TensorFlow
tensorflow mnist deep-learning adversarial 500px
Language:Jupyter Notebook 14
dongb5 / AdversarialBinaryCoding4ReID
Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"
adversarial person-re-identification hashing person-reidentification binary-code gan generative-adversarial-network
Language:Python 13
shashankskagnihotri / cospgd
The official repository for CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks.
adversarial adversarial-att attacks benchmarking benchmarking-functions depth-estimation image-deblurring image-denoising image-restoration optical-flow pixel-wise pixel-wise-classification pixel-wise-regression segmentation semantic semantic-segmentation unet-pytorch unet-segmentation vision
Language:Python 12

adversarial

SeldonIO / alibi-detect

yeyun111 / dlcv_for_beginners

uber-common / metta

yangheng95 / PyABSA

anuragranj / cc

ebagdasa / backdoors101

alexlee-gk / video_prediction

hbaniecki / adversarial-explainable-ai

zhuchen03 / FreeLB

gongzhitaao / tensorflow-adversarial

hjwdzh / AdversarialTexture

ashafahi / free_adv_train

VainF / Data-Free-Adversarial-Distillation

YerevaNN / WARP

roytseng-tw / adversarial-pose-pytorch

himashi92 / Co-BioNet

nashory / gans-collection.torch

SamRagusa / Checkers-Reinforcement-Learning

uclaml / RayS

AlbertMillan / adversarial-training-pytorch

icon-lab / SLATER

wyzjack / SLA2P

pfnet-research / chainer-ADDA

alldbi / FLM

pfnet-research / vat_nmt

gongzhitaao / adversarial-classifier

vivek231 / Skin-Project

ZFancy / IAD

jiawangbai / TA-LBF

Dawn-David / DeepFool_MNIST

uidilr / deepirl_chainer

EspoirX / EasyAdvApp

dogancanbakir / pirebok

jasonicarter / MNIST-adversarial-images

dongb5 / AdversarialBinaryCoding4ReID

shashankskagnihotri / cospgd