Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
☆111Feb 14, 2018Updated 8 years ago
Alternatives and similar repositories for detecting-adversarial-samples
Users that are interested in detecting-adversarial-samples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆124Nov 4, 2020Updated 5 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆90Nov 1, 2017Updated 8 years ago
- ☆27May 27, 2020Updated 5 years ago
- MagNet: a Two-Pronged Defense against Adversarial Examples☆102Oct 13, 2018Updated 7 years ago
- ☆16Feb 20, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Adversarial detection and defense for deep learning systems using robust feature alignment☆18Nov 10, 2020Updated 5 years ago
- Detect adversarial images from intermediate features in distance space☆12Aug 22, 2018Updated 7 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆16Apr 1, 2021Updated 4 years ago
- Detection of adversarial examples using influence functions and nearest neighbors☆37Nov 22, 2022Updated 3 years ago
- Robust evasion attacks against neural network to find adversarial examples☆858Jun 1, 2021Updated 4 years ago
- ☆22Jul 28, 2020Updated 5 years ago
- Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples☆906Jun 10, 2023Updated 2 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆350Aug 13, 2019Updated 6 years ago
- Code for the paper 'Understanding Measures of Uncertainty for Adversarial Example Detection'☆62Jun 3, 2018Updated 7 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆11Mar 24, 2023Updated 3 years ago
- ALFASVMLib - A Matlab library for adversarial label flip attacks against SVMs☆13Jun 19, 2015Updated 10 years ago
- Official implementation for paper: A New Defense Against Adversarial Images: Turning a Weakness into a Strength☆38Feb 15, 2020Updated 6 years ago
- Benchmarking and Visualization Tool for Adversarial Machine Learning☆188Apr 4, 2023Updated 2 years ago
- Countering Adversarial Image using Input Transformations.☆496Sep 29, 2021Updated 4 years ago
- Ensemble Adversarial Training on MNIST☆122Jun 20, 2017Updated 8 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆247Oct 24, 2019Updated 6 years ago
- Keras implementation of: Fitted Learning: Models with Awareness of their Limits☆13Mar 23, 2017Updated 9 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆72Jun 21, 2018Updated 7 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.
- Image Super-Resolution as a Defense Against Adversarial Attacks☆88Jan 17, 2019Updated 7 years ago
- ☆53Jan 7, 2022Updated 4 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆28Jun 9, 2017Updated 8 years ago
- Code for NeurIPS 2019 Paper☆47May 18, 2020Updated 5 years ago
- A curated list of awesome resources for adversarial examples in deep learning☆265Feb 4, 2021Updated 5 years ago
- Bayesian Deep Learning with Edward (and a trick using Dropout)☆15Jun 7, 2017Updated 8 years ago
- An adversarial example library for constructing attacks, building defenses, and benchmarking both☆6,424Apr 10, 2024Updated last year
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆50May 26, 2022Updated 3 years ago
- Tensorflow implementation of Our APE-GAN☆23Apr 24, 2018Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)☆48May 14, 2021Updated 4 years ago
- [CVPR2025] Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification☆15Nov 9, 2025Updated 4 months ago
- Code release for RobOT (ICSE'21)☆15Dec 5, 2022Updated 3 years ago
- pytorch reimplementation for Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain☆11Oct 30, 2022Updated 3 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆136Nov 25, 2020Updated 5 years ago
- Code and experiments for the adversarial detection paper☆21Jun 11, 2021Updated 4 years ago
- Ensemble Adversarial Black-Box Attacks against Deep Learning Systems Trained by MNIST, USPS and GTSRB Datasets☆34Dec 16, 2019Updated 6 years ago