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)☆111Mar 25, 2021Updated 5 years ago
- Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"☆67Apr 25, 2019Updated 7 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆266Feb 4, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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
- Adversarial attack on a CNN trained on MNIST dataset using Targeted I-FGSM and Targeted MI-FGM☆11Feb 17, 2018Updated 8 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆210May 27, 2022Updated 4 years ago
- Python/CUDA code to create a spiking neural network that can encode and traverse the Wordnet lexical database.☆17Mar 12, 2020Updated 6 years ago
- Take further steps in the arms race of adversarial examples with only preprocessing.☆35Aug 4, 2020Updated 5 years ago
- ☆10Jan 7, 2026Updated 6 months ago
- official repository for the NeurIPS 2022 paper "Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Att…☆20Oct 28, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tensorflow Implementation of adversarial learning based adversarial example generator☆10Jan 31, 2018Updated 8 years ago
- Classification, Object Detection, Adversarial Attack of Chinese Traffic Signs // 中式交通标志图片的分类、目标检测、对抗性攻击☆10Aug 12, 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
- 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 5 years ago
- A Caffe version of official PyTorch ResNeSt☆27Jul 3, 2020Updated 6 years ago
- ☆13Sep 21, 2019Updated 6 years ago
- Emotion Recognition☆10Oct 22, 2017Updated 8 years ago
- Pytorch implementation with segmentation model and adversarial attacks☆14Oct 20, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code and slides for the 2-day TensorFlow training at OSCON 2017 https://conferences.oreilly.com/oscon/oscon-tx/public/schedule/detail/578…☆27Jun 27, 2017Updated 9 years ago
- Learning Cascaded Convolutional Networks for Blind Single Image Super-Resolution☆21Jul 15, 2020Updated 6 years ago
- Implementation of soft parameter sharing for neural networks☆70Dec 15, 2020Updated 5 years ago
- [SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search☆13Nov 3, 2021Updated 4 years ago
- This is the code for semi-supervised robust training (SRT).☆18Mar 24, 2023Updated 3 years ago
- 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
- Alexa prompts the user how his/her day is going, then depending on the sentiment expressed by the user, it produces a list of regularly-u…☆19Jun 26, 2017Updated 9 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Paper sharing in adversary related works☆47Jul 9, 2026Updated last week
- Official code for the ICCV2023 paper ``One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training''☆20Aug 9, 2023Updated 2 years ago
- incremental symbol learning for natural language understanding☆10Jun 12, 2023Updated 3 years ago
- Find more info @ youtube.com/axiomaticuncertainty☆11Aug 20, 2018Updated 7 years ago
- Physical adversarial attack for fooling the Faster R-CNN object detector☆171Jan 13, 2020Updated 6 years ago
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Sep 11, 2018Updated 7 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