An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'
☆55May 26, 2017Updated 9 years ago
Alternatives and similar repositories for machine_learning_adversarial_examples
Users that are interested in machine_learning_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:
- 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
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆118Dec 31, 2018Updated 7 years ago
- 基于深度学习的验证码破解、对抗与反对抗研究☆21Mar 28, 2019Updated 7 years ago
- A small tutorial about performing adversarial attacks in PyTorch☆45Sep 27, 2017Updated 9 years ago
- VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo☆131May 1, 2023Updated 3 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.
- Adversarial examples on keras and tensorflow☆12Apr 5, 2017Updated 9 years ago
- Adversarial Attack Zoo and Victim Model Zoo for general Pixel-to-Pixel Tasks☆16May 26, 2020Updated 6 years ago
- 对抗样本(Adversarial Examples)和投毒攻击(Poisoning Attacks)相关资料☆119Jun 3, 2019Updated 7 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆187Apr 4, 2023Updated 3 years ago
- Create adversarial images to fool a MNIST classifier in TensorFlow☆14Jun 8, 2017Updated 9 years ago
- Crafting adversarial images☆222Jan 3, 2019Updated 7 years ago
- Generative Matching Networks☆29May 3, 2017Updated 9 years ago
- ☆11Sep 9, 2021Updated 5 years ago
- ☆11Jul 5, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).☆13Oct 14, 2020Updated 6 years ago
- A pytorch implementation of "Explaining and harnessing adversarial examples"☆70Sep 4, 2019Updated 7 years ago
- Show-and-Fool: Adversarial Examples for Image Captioning task☆56Jul 6, 2021Updated 5 years ago
- ☆15Oct 29, 2018Updated 7 years ago
- our modeling of online misogyny☆11Jun 22, 2022Updated 4 years ago
- Parikh et al., A Decomposable Attention Model for Natural Inference☆17Feb 12, 2018Updated 8 years ago
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- DTLC-GAN Tensorflow☆12Aug 29, 2018Updated 8 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the repository for the AI2019, tutorial on adversarial machine learning☆16Jul 20, 2020Updated 6 years ago
- Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'☆55Mar 24, 2021Updated 5 years ago
- [Machine Learning 2023] Imbalanced Gradients: A Subtle Cause of Overestimated Adversarial Robustness☆18Jul 5, 2024Updated 2 years ago
- Universal Adversarial Networks☆32Jul 30, 2018Updated 8 years ago
- An Approximated Gradient Sign Method Using Differential Evolution For Black-box Adversarial Attack☆11Feb 25, 2022Updated 4 years ago
- Robust evasion attacks against neural network to find adversarial examples☆863Jun 1, 2021Updated 5 years ago
- A curated list of awesome adversarial machine learning resources☆1,917Nov 26, 2020Updated 5 years ago
- Bachelor's Thesis on Adversarial Machine Learning Attacks and Defences☆17Nov 18, 2022Updated 3 years ago
- Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training☆18Jan 13, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Generate adversarial text via gradient methods☆30Mar 16, 2019Updated 7 years ago
- ☆13Mar 22, 2018Updated 8 years ago
- 网络安全工作做使用到的工具、插件☆23Mar 8, 2022Updated 4 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆57Aug 25, 2017Updated 9 years ago
- Python implementation of machine learning metrics☆14Nov 13, 2017Updated 8 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆237Mar 27, 2018Updated 8 years ago
- Learning to walk with genetic algorithms by optimizing a truncated Fourier series, applied to a realistic bio-mechanical model of the hum…☆36Oct 14, 2017Updated 9 years ago