The official repo for GCP-CROWN paper
☆13Sep 26, 2022Updated 3 years ago
Alternatives and similar repositories for GCP-CROWN
Users that are interested in GCP-CROWN are comparing it to the libraries listed below
Sorting:
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆31Nov 9, 2021Updated 4 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
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆348Jan 17, 2026Updated last month
- Code for Stability Training with Noise (STN)☆22Dec 27, 2020Updated 5 years ago
- [NeurIPS 2021] Fast Certified Robust Training with Short Warmup☆25Jun 7, 2025Updated 9 months ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆338Feb 3, 2026Updated last month
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Jun 7, 2021Updated 4 years ago
- ☆11Oct 18, 2022Updated 3 years ago
- ☆15Dec 7, 2021Updated 4 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆15Jan 23, 2024Updated 2 years ago
- Certifying Geometric Robustness of Neural Networks☆16Mar 24, 2023Updated 2 years ago
- VNN Neural Network Verification Competition 2021☆36Jul 17, 2021Updated 4 years ago
- Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…☆19Jun 12, 2024Updated last year
- ☆22Apr 15, 2022Updated 3 years ago
- Interval attacks (adversarial ML)☆21Jun 17, 2019Updated 6 years ago
- [ICML'20] Multi Steepest Descent (MSD) for robustness against the union of multiple perturbation models.☆25Jul 25, 2024Updated last year
- Attack AlphaZero Go agents (NeurIPS 2022)☆22Dec 3, 2022Updated 3 years ago
- 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
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 3 years ago
- The released code of ReluVal in USENIX Security 2018☆60Mar 4, 2020Updated 6 years ago
- Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Net…☆27Jun 23, 2021Updated 4 years ago
- Framework for geospatial research CNN development.☆11Apr 10, 2021Updated 4 years ago
- Two-stream remote sensing model for water quality mapping: 2SeaColor☆10Feb 2, 2021Updated 5 years ago
- ☆12Jan 5, 2026Updated 2 months ago
- Based on Graph Convolutional Networks in PyTorch, visualization of test set results was added with t-SNE algorithm.☆44Mar 14, 2020Updated 5 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Sep 11, 2023Updated 2 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 2 years ago
- An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learn…☆15Feb 19, 2019Updated 7 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆11Oct 20, 2020Updated 5 years ago
- High-Level Training, Data Augmentation, and Utilities for Pytorch☆13Mar 8, 2019Updated 7 years ago
- Some commonly used functions and modules☆10Jan 15, 2024Updated 2 years ago
- A tool for migrating settings that PlasmaConfigSaver is not taking care of☆12Dec 16, 2019Updated 6 years ago
- Artifact of the ICSE 2020 paper: "ReluDiff: Differential Verification of Deep Neural Networks"☆11Feb 1, 2022Updated 4 years ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆11Jun 16, 2023Updated 2 years ago
- SVIP: Towards Verifiable Inference of Open-Source Large Language Models☆14Jun 3, 2025Updated 9 months ago
- Framework for Algorithmic Correctness Testing of Operators☆16Updated this week
- A PyTorch implementation of WRN☆11Jun 2, 2018Updated 7 years ago