cleverhans-lab / cleverhansLinks
An adversarial example library for constructing attacks, building defenses, and benchmarking both
☆6,342Updated last year
Alternatives and similar repositories for cleverhans
Users that are interested in cleverhans are comparing it to the libraries listed below
Sorting:
- A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX☆2,884Updated last year
- Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…☆5,431Updated last week
- Robust evasion attacks against neural network to find adversarial examples☆837Updated 4 years ago
- A Toolbox for Adversarial Robustness Research☆1,348Updated last year
- Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and …☆1,393Updated 2 years ago
- A curated list of awesome adversarial machine learning resources☆1,863Updated 4 years ago
- A challenge to explore adversarial robustness of neural networks on MNIST.☆753Updated 3 years ago
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆899Updated 2 years ago
- PyTorch implementation of adversarial attacks [torchattacks]☆2,054Updated last year
- Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet☆1,230Updated last year
- A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.☆946Updated last year
- Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).☆979Updated last year
- A collection of infrastructure and tools for research in neural network interpretability.☆4,701Updated 2 years ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆712Updated last year
- A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility☆6,305Updated 2 years ago
- Neural network visualization toolkit for keras☆2,994Updated 3 years ago
- Implementation of Papers on Adversarial Examples☆396Updated 2 years ago
- A challenge to explore adversarial robustness of neural networks on CIFAR10.☆499Updated 3 years ago
- A simple and accurate method to fool deep neural networks☆364Updated 5 years ago
- Benchmarks for popular CNN models☆2,529Updated 7 years ago
- Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge☆331Updated 4 years ago
- Crafting adversarial images☆223Updated 6 years ago
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆727Updated 4 months ago
- Interactive convnet features visualization for Keras☆1,784Updated 4 years ago
- DeepVis Toolbox☆4,050Updated 5 years ago
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆512Updated last year
- Caffe models in TensorFlow☆2,795Updated 6 years ago
- Deep universal probabilistic programming with Python and PyTorch☆8,829Updated 3 weeks ago
- Model extraction attacks on Machine-Learning-as-a-Service platforms.☆349Updated 4 years ago
- Code for visualizing the loss landscape of neural nets☆3,041Updated 3 years ago