CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://github.com/Verified-Intelligence/auto_LiRPA instead)
☆18Nov 29, 2018Updated 7 years ago
Alternatives and similar repositories for CROWN-Robustness-Certification
Users that are interested in CROWN-Robustness-Certification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Nov 1, 2019Updated 6 years ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆97Jun 7, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICML 2022] Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum☆11Jul 15, 2022Updated 3 years ago
- VNN Neural Network Verification Competition 2021☆36Jul 17, 2021Updated 4 years ago
- DPLL(T)-based Verification tool for DNNs☆31Updated this week
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Apr 24, 2019Updated 7 years ago
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- Qualitative and Quantitative Verification Tool for Learning-enabled Cyber-Physical Systems☆14Apr 13, 2026Updated 3 weeks ago
- Code for Stability Training with Noise (STN)☆22Dec 27, 2020Updated 5 years ago
- Certifying Geometric Robustness of Neural Networks☆16Mar 24, 2023Updated 3 years ago
- OVAL framework for BaB-based Neural Network Verification☆17Dec 18, 2025Updated 4 months 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.
- ☆28Sep 27, 2024Updated last year
- Interval Analysis and Mixed Monotone Reachability in JAX☆20Feb 22, 2026Updated 2 months ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆49Apr 24, 2020Updated 6 years ago
- Signal temporal logic (STL) formulas and robustness in Julia☆16Jan 17, 2025Updated last year
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆31Nov 9, 2021Updated 4 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆344Feb 3, 2026Updated 3 months ago
- Artifact of the ICSE 2020 paper: "ReluDiff: Differential Verification of Deep Neural Networks"☆11Feb 1, 2022Updated 4 years ago
- CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks☆63Aug 3, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A package for compositional system analysis and design☆32Jul 22, 2025Updated 9 months ago
- A Toolbox For Polytopic Objects, Operations, and Containment Problems☆25Jan 3, 2025Updated last year
- [ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples☆69Jul 12, 2025Updated 9 months ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Feb 5, 2019Updated 7 years ago
- Formal Verification of Neural Feedback Loops (NFLs)☆84Sep 12, 2024Updated last year
- Relational piecewise-linear overapproximations of multi-dimensional functions☆21Sep 24, 2025Updated 7 months ago
- POLAR official tool☆21Feb 13, 2026Updated 2 months ago
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆365Jan 17, 2026Updated 3 months ago
- Adversarial learning by utilizing model interpretation☆10Oct 19, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆161Dec 20, 2019Updated 6 years ago
- Exact real arithmetic using Dedekind cuts☆11Apr 20, 2026Updated 2 weeks ago
- The Julia Ecosystem Security Advisory Database☆23May 1, 2026Updated last week
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 6 years ago
- Robustness benchmark for DNN models.☆66Aug 8, 2022Updated 3 years ago
- Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Net…☆28Jun 23, 2021Updated 4 years ago
- DM i AI 2022☆10Oct 4, 2022Updated 3 years ago