Code for the paper "(De)Randomized Smoothing for Certifiable Defense against Patch Attacks" by Alexander Levine and Soheil Feizi.
☆17Aug 22, 2022Updated 3 years ago
Alternatives and similar repositories for patchSmoothing
Users that are interested in patchSmoothing 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 "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆47May 17, 2023Updated 3 years ago
- Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.☆47Oct 3, 2023Updated 2 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 3 years ago
- Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack☆32Feb 21, 2021Updated 5 years ago
- Certified Patch Robustness via Smoothed Vision Transformers☆42Dec 17, 2021Updated 4 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.
- code for model-targeted poisoning☆12Oct 3, 2023Updated 2 years ago
- IPython notebook with synthetic experiments for AFLite, based on the ICML 2020 paper, "Adversarial Filters of Dataset Biases".☆16Aug 14, 2020Updated 5 years ago
- BrainProp: How the brain can implement reward-based error backpropagation☆17Dec 8, 2022Updated 3 years ago
- Notes for the Deep Learning Book☆20Mar 27, 2019Updated 7 years ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- ☆32Sep 2, 2024Updated last year
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- ☆35Aug 30, 2021Updated 4 years ago
- ☆18Jun 24, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆34Sep 18, 2020Updated 5 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆41Feb 10, 2023Updated 3 years ago
- Repository for reproducing `Model-Based Robust Deep Learning`☆17Jan 22, 2021Updated 5 years ago
- Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".☆56Jan 18, 2022Updated 4 years ago
- ☆10Oct 31, 2022Updated 3 years ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Aug 24, 2022Updated 3 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆96Oct 18, 2022Updated 3 years ago
- Resnets in tensorflow 2.0.☆17Mar 15, 2025Updated last year
- to add☆20Nov 21, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 2019年大三上各科期末考试复习笔记（自整理版本）☆10Jan 17, 2020Updated 6 years ago
- ☆13Oct 21, 2021Updated 4 years ago
- Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)☆21Sep 27, 2022Updated 3 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Apr 24, 2019Updated 7 years ago
- Breaking Certifiable Defenses☆17Nov 22, 2022Updated 3 years ago
- Unrestricted adversarial images via interpretable color transformations (TIFS 2023 & BMVC 2020)☆32Apr 25, 2023Updated 3 years ago
- ☆30Jul 6, 2017Updated 8 years ago
- Certifying Geometric Robustness of Neural Networks☆16Mar 24, 2023Updated 3 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆31Jul 15, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"☆227Nov 9, 2019Updated 6 years ago
- ☆11Jan 25, 2022Updated 4 years ago
- A paper list for localized adversarial patch research☆163Jul 28, 2025Updated 10 months ago
- ☆14Jun 25, 2022Updated 3 years ago
- Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs☆99Apr 2, 2021Updated 5 years ago
- ☆20Jun 5, 2023Updated 3 years ago
- Tensorflow implementation of Meta Adversarial Training for Adversarial Patch Attacks on Tiny ImageNet.☆26Jan 28, 2021Updated 5 years ago