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Jan 31, 2017 - Python
adversarial-examples
Here are 252 public repositories matching this topic...
Reference implementation of "Margin Maximization for Robust Classification using Deep Learning"
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Jul 17, 2017 - Python
Caffe code for the paper "Adversarial Manipulation of Deep Representations"
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Nov 6, 2017 - Jupyter Notebook
Adversarial biometric attacks on mobile devices
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Dec 17, 2017 - Python
Adversarial examples crafting for Fashion MNIST
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Dec 28, 2017 - Jupyter Notebook
Adversarial examples for MNIST
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Jan 9, 2018 - Jupyter Notebook
Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
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Feb 14, 2018 - Python
Adversarial attack on a CNN trained on MNIST dataset using Targeted I-FGSM and Targeted MI-FGM
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Feb 17, 2018 - Python
Physical adversarial attack for fooling the Faster R-CNN object detector
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Apr 17, 2018 - Jupyter Notebook
PyTorch Implemetations of Adversarial Examples
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Jun 25, 2018 - Python
Tensorflow implementation for generating adversarial examples using convex programming
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Jul 10, 2018 - Python
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Jul 20, 2018 - Python
Code and data from the paper "Targeted Nonlinear Adversarial Perturbations in Images and Videos".
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Sep 8, 2018 - Jupyter Notebook
NIPS Adversarial Vision Challenge
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Sep 17, 2018 - Python
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.
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Nov 1, 2018 - Python
Adversarial Examples as an Input-Fault Tolerance Problem
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Nov 30, 2018 - Python
This repository is a demo of the fast gradient sign method for generating adversarial examples
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Dec 10, 2018 - Python
PyTorch library for adversarial attack and training
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Jan 16, 2019 - Python
Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"
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Mar 8, 2019 - Python
Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras
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Apr 6, 2019 - Jupyter Notebook
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