MadryLab / relu_stableLinks
☆26Updated 2 years ago
Alternatives and similar repositories for relu_stable
Users that are interested in relu_stable are comparing it to the libraries listed below
Sorting:
- Interval attacks (adversarial ML)☆21Updated 6 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Updated 6 years ago
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Updated 5 years ago
- Code for Stability Training with Noise (STN)☆22Updated 4 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆96Updated 4 years ago
- AAAI 2019 oral presentation☆51Updated 3 weeks ago
- Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019☆47Updated 2 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆38Updated 6 years ago
- ☆54Updated 2 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆27Updated 6 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆98Updated 2 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆32Updated 4 years ago
- Official implementation for paper: A New Defense Against Adversarial Images: Turning a Weakness into a Strength☆38Updated 5 years ago
- Certifying Geometric Robustness of Neural Networks☆16Updated 2 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆55Updated 2 years ago
- [CVPR'19] Trust Region Based Adversarial Attack☆20Updated 4 years ago
- StrAttack, ICLR 2019☆33Updated 5 years ago
- ☆48Updated 4 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Code release for the ICML 2019 paper "Are generative classifiers more robust to adversarial attacks?"☆23Updated 6 years ago
- Code for FAB-attack☆33Updated 4 years ago
- Targeted black-box adversarial attack using Bayesian Optimization☆37Updated 5 years ago
- "Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers" (NeurIPS 2019, previously called "A Stratified Approach …☆17Updated 5 years ago
- This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."☆31Updated 3 years ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆48Updated 5 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆124Updated 4 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- ☆87Updated 11 months ago
- ☆11Updated 5 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆33Updated 4 years ago