cleverhans-lab / cleverhansLinks
An adversarial example library for constructing attacks, building defenses, and benchmarking both
☆6,376Updated 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☆2,918Updated last year
- A Toolbox for Adversarial Robustness Research☆1,359Updated 2 years ago
- Robust evasion attacks against neural network to find adversarial examples☆845Updated 4 years ago
- A curated list of awesome adversarial machine learning resources☆1,874Updated 4 years ago
- A challenge to explore adversarial robustness of neural networks on MNIST.☆756Updated 3 years ago
- Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…☆5,604Updated last week
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆904Updated 2 years ago
- Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet☆1,230Updated last year
- Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and …☆1,401Updated 2 years ago
- PyTorch implementation of adversarial attacks [torchattacks]☆2,099Updated last year
- A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.☆945Updated last year
- Implementation of Papers on Adversarial Examples☆397Updated 2 years ago
- Benchmarks for popular CNN models☆2,526Updated 8 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,697Updated 2 years ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆720Updated last year
- A simple and accurate method to fool deep neural networks☆362Updated 5 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,112Updated 3 years ago
- A challenge to explore adversarial robustness of neural networks on CIFAR10.☆501Updated 4 years ago
- Crafting adversarial images☆222Updated 6 years ago
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆749Updated 6 months ago
- Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge☆331Updated 5 years ago
- Neural network visualization toolkit for keras☆2,996Updated 3 years ago
- DeepVis Toolbox☆4,052Updated 5 years ago
- Debugging, monitoring and visualization for Python Machine Learning and Data Science☆3,457Updated last month
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,706Updated last week
- A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.☆516Updated 2 years ago
- A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility☆6,302Updated 2 years ago
- Code for visualizing the loss landscape of neural nets☆3,080Updated 3 years ago
- A list of papers on Generative Adversarial (Neural) Networks☆3,773Updated 2 months ago
- Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).☆985Updated last year