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Search results for tensorflow attack

29 search results found

Foolbox ⭐ 2,600

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Tensorflow Adversarial ⭐ 204

Crafting adversarial images

Free_adv_train ⭐ 95

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

Adversarial Learning Robustness ⭐ 71

Contains materials for workshops pertaining to adversarial robustness in deep learning.

Jpeg Defense ⭐ 65

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Gan Leaks ⭐ 35

Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)

Adversarial Transformation Network ⭐ 25

A simple implement of an Adversarial Autoencoding ATN(AAE ATN)

Adversarialattack ⭐ 22

FGSM, DeepFool and CW attack implementation using TensorFlow 2.0

Robust_audio_ae ⭐ 22

Robust Audio Adversarial Example for a Physical Attack

Stux Dnn ⭐ 21

Run-time trojan attack on neural networks

Geometric_adv ⭐ 21

Geometric Adversarial Attacks and Defenses on 3D Point Clouds (3DV 2021)

Adversarial Point Perturbations On 3d Objects ⭐ 19

New distributional and shape attacks on neural networks that process 3D point cloud data.

Website Fingerprinting ⭐ 19

Automatic Feature Generation for Website Fingerprinting

Cleverhans Attacking Bnns ⭐ 17

Source for paper "Attacking Binarized Neural Networks"

Metric_learning_adversarial_robustness ⭐ 17

Code for NeurIPS 2019 Paper

Translearn ⭐ 14

Code implementation of the paper "With Great Training Comes Great Vulnerability: Practical Attacks against Transfer Learning", at USENIX Security 2018

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

Icml19_public ⭐ 14

3d Neural Network Adversarial Attacks ⭐ 11

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

Nips17_adv_attack ⭐ 10

Tensorflow Implementation of adversarial learning based adversarial example generator

Kaggle Nips 2017 Adversarial Attack ⭐ 9

5th place solution in "NIPS 2017: Non-targeted Adversarial Attack" (with solution in targeted attack and defence)

Adversarialattackinceptionv3 ⭐ 8

Attack InceptionV3 net using FGM( fast gradient method) and show saliency maps.

Eegadversary ⭐ 8

This is a toolbox to construct adversarial examples of EEG signals. The traditional EEG extraction methods and classifiers are re-implemented in Tensorflow.

Meta Adversarial Training ⭐ 8

Tensorflow implementation of Meta Adversarial Training for Adversarial Patch Attacks on Tiny ImageNet.

Adversarial_bfgs_tensorflow ⭐ 6

Adversarial example creation based on BFGS algorithm implemented under TensorFlow

Integration Of Adversarial Attacks In Training Pipeline ⭐ 6

Use a Jupyter notebook to integrate the Adversarial Robustness Toolbox (ART) into a neural network model training pipeline with Fabric for Deep Learning to find model vulnerabilities.

Cleverhans Imagenet ⭐ 5

Integrating cleverhans with various imagenet models

Gan Balancing Datasets ⭐ 5

COSC 490 Towson University

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