Adversarial Examples: Attacks and Defenses for Deep Learning
☆31Apr 26, 2018Updated 8 years ago
Alternatives and similar repositories for adversarial-examples
Users that are interested in adversarial-examples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆12Jul 22, 2019Updated 7 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆229Oct 7, 2019Updated 6 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆112Mar 25, 2021Updated 5 years ago
- Boolean matrix factorization and noisy completion by message passing☆11May 25, 2016Updated 10 years ago
- Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"☆67Apr 25, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A curated list of awesome resources for adversarial examples in deep learning☆266Feb 4, 2021Updated 5 years ago
- Code used for the VS265 - Neural computation fall 2014 final project☆14Jun 11, 2015Updated 11 years ago
- This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆137Dec 17, 2020Updated 5 years ago
- Creating and defending against adversarial examples☆41Jan 6, 2019Updated 7 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55May 26, 2017Updated 9 years ago
- Adversarial attack on a CNN trained on MNIST dataset using Targeted I-FGSM and Targeted MI-FGM☆11Feb 17, 2018Updated 8 years ago
- ☆11Nov 13, 2020Updated 5 years ago
- Measure the diversity of image descriptions, repository for our COLING 2018 paper.☆13Dec 29, 2019Updated 6 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆210May 27, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python/CUDA code to create a spiking neural network that can encode and traverse the Wordnet lexical database.☆17Mar 12, 2020Updated 6 years ago
- TensorFlow implementation of GoogLeNet.☆11May 15, 2018Updated 8 years ago
- ☆10Jan 7, 2026Updated 7 months ago
- Tensorflow Implementation of adversarial learning based adversarial example generator☆10Jan 31, 2018Updated 8 years ago
- Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).☆13Oct 14, 2020Updated 5 years ago
- A Python implementation of the Viterbi Algorithm with Bigram Hidden Markov Model(HMM) taggers for predicting Parts of Speech(POS) tags. -…☆12Feb 9, 2016Updated 10 years ago
- This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attac…☆33Dec 7, 2018Updated 7 years ago
- An evaluation framework for mitigating DNN backdoor attacks using data augmentations☆11Dec 10, 2020Updated 5 years ago
- A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturb…☆12Aug 5, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks (AAAI'20)☆11Jun 10, 2020Updated 6 years ago
- A Caffe version of official PyTorch ResNeSt☆27Jul 3, 2020Updated 6 years ago
- ☆13Sep 21, 2019Updated 6 years ago
- Pytorch implementation with segmentation model and adversarial attacks☆14Oct 20, 2019Updated 6 years ago
- Emotion Recognition☆10Oct 22, 2017Updated 8 years ago
- Learning Cascaded Convolutional Networks for Blind Single Image Super-Resolution☆21Jul 15, 2020Updated 6 years ago
- This is the code for semi-supervised robust training (SRT).☆18Mar 24, 2023Updated 3 years ago
- Course projects and related materials☆10Apr 6, 2017Updated 9 years ago
- Assignment codes for CS736 Algorithms for Medical Image Processing.☆10Aug 10, 2016Updated 10 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- enhanced adversarial attack algorithm based on Adversarial Transformation Network(ATN)☆12Jun 18, 2019Updated 7 years ago
- Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …☆61Mar 9, 2019Updated 7 years ago
- An approach to a blind discrete Wavelet Transformation (DWT) domain feature point based image watermarking technique is proposed in this …☆19Dec 23, 2014Updated 11 years ago
- Final Project for COMP 551. A detailed tutorial on the various techniques employed for adversarial attacks on machine learning classifier…☆12May 16, 2017Updated 9 years ago
- Official code for the ICCV2023 paper ``One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training''☆20Aug 9, 2023Updated 3 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆171Jan 13, 2020Updated 6 years ago
- Code for the paper "Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation" by Alexander Levine and Soheil Feizi.☆10Aug 22, 2022Updated 3 years ago