dsgiitr / adversarial_labLinks
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
☆57Updated 2 years ago
Alternatives and similar repositories for adversarial_lab
Users that are interested in adversarial_lab are comparing it to the libraries listed below
Sorting:
- Related papers for robust machine learning☆567Updated 2 years ago
- Provable adversarial robustness at ImageNet scale☆404Updated 6 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆228Updated 6 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆449Updated last year
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆228Updated 6 years ago
- ☆37Updated 5 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆211Updated 3 years ago
- A unified benchmark problem for data poisoning attacks☆161Updated 2 years ago
- Creating and defending against adversarial examples☆41Updated 7 years ago
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆259Updated 4 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆246Updated 6 years ago
- ☆162Updated 4 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆265Updated 5 years ago
- Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"☆187Updated 5 years ago
- ☆130Updated 4 years ago
- A challenge to explore adversarial robustness of neural networks on CIFAR10.☆505Updated 4 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆111Updated 7 years ago
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆170Updated 5 years ago
- Library containing PyTorch implementations of various adversarial attacks and resources☆166Updated 2 months ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆200Updated 2 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 7 years ago
- A repository to quickly generate synthetic data and associated trojaned deep learning models☆84Updated 2 years ago
- A curated list of awesome adversarial attack and defense papers☆45Updated 5 years ago
- PyTorch Implementation of Adversarial Training for Free!☆248Updated 4 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆125Updated 5 years ago
- Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".☆56Updated 4 years ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆177Updated last year
- ☆151Updated last year
- Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching☆111Updated last year
- Discussions on papers, frameworks, blogs and ideas every Saturday.☆60Updated 4 years ago