Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]
☆29Jun 27, 2022Updated 4 years ago
Alternatives and similar repositories for catastrophic-overfitting
Users that are interested in catastrophic-overfitting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Understanding and Improving Fast Adversarial Training [NeurIPS 2020]☆97Sep 23, 2021Updated 5 years ago
- Code for Boosting fast adversarial training with learnable adversarial initialization (TIP2022)☆29Aug 22, 2023Updated 3 years ago
- The code of our AAAI 2021 paper "Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-transform Domain"☆16Apr 1, 2021Updated 5 years ago
- Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses, NeurIPS Spotlight 2020☆26Dec 23, 2020Updated 5 years ago
- ☆19Mar 5, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- StrAttack, ICLR 2019☆33Aug 4, 2019Updated 7 years ago
- The official pytorch implementation of ACM MM 19 paper "MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks"☆11Jun 7, 2021Updated 5 years ago
- Code for the Adversarial Image Detectors and a Saliency Map☆12Mar 23, 2017Updated 9 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆37Aug 17, 2020Updated 6 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Dec 26, 2019Updated 6 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆29Oct 17, 2018Updated 8 years ago
- ☆20Oct 20, 2024Updated 2 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆41Feb 10, 2023Updated 3 years ago
- CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection☆21Oct 12, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Robust Principles: Architectural Design Principles for Adversarially Robust CNNs☆24Jan 13, 2024Updated 2 years ago
- Code for AAAI 2021 "Towards Feature Space Adversarial Attack".☆29Aug 24, 2021Updated 5 years ago
- Code for the paper Adversarial Robustness via Adversarial Label-Smoothing☆12Feb 5, 2020Updated 6 years ago
- Minimalist LaTeX template for academic CVs☆14Oct 15, 2026Updated 2 weeks ago
- [CVPR 2024] This repository includes the official implementation our paper "Revisiting Adversarial Training at Scale"☆20Apr 21, 2024Updated 2 years ago
- Our simple but effective staircase sign method which boosts the transferability of both non-targeted and targeted attacks.☆20Jul 5, 2022Updated 4 years ago
- Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off☆33Apr 28, 2022Updated 4 years ago
- Pytorch implementation of NPAttack☆13Jul 7, 2020Updated 6 years ago
- ☆48Feb 9, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- LSA : Layer Sustainability Analysis framework for the analysis of layer vulnerability in a given neural network. LSA can be a helpful too…☆18Mar 22, 2022Updated 4 years ago
- GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification☆15Mar 25, 2023Updated 3 years ago
- A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"☆10Sep 4, 2019Updated 7 years ago
- ☆28Apr 28, 2026Updated 6 months ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆561Mar 30, 2023Updated 3 years ago
- Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.☆24Aug 30, 2021Updated 5 years ago
- ESEC/FSE'21: Prediction-Preserving Program Simplification☆10Oct 4, 2022Updated 4 years ago
- This repository contains the code for Characterizing the Decision Boundary of Deep Neural Networks☆26Sep 22, 2023Updated 3 years ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆755May 16, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Tensorflow Implementation of adversarial learning based adversarial example generator☆10Jan 31, 2018Updated 8 years ago
- PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM☆27Jun 30, 2020Updated 6 years ago
- Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]☆55Feb 6, 2023Updated 3 years ago
- PyTorch implementations of Adversarial defenses and utils.☆34Dec 25, 2023Updated 2 years ago
- ☆12Apr 27, 2022Updated 4 years ago
- ☆11Sep 3, 2020Updated 6 years ago
- Unofficial implementation of the paper 'Adversarial Training for Free'☆23May 8, 2019Updated 7 years ago