Certifying Geometric Robustness of Neural Networks
☆16Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for deepg
Users that are interested in deepg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning Certified Individually Fair Representations☆25Nov 7, 2020Updated 5 years ago
- FANC is a tool for the proof transfer of incomplete verification☆12Mar 20, 2022Updated 4 years ago
- Artifact of the ICSE 2020 paper: "ReluDiff: Differential Verification of Deep Neural Networks"☆11Feb 1, 2022Updated 4 years ago
- The Charon tool for analyzing neural network robustness☆13Mar 19, 2020Updated 6 years ago
- ☆14Mar 25, 2023Updated 3 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.
- Convex Layerwise Adversarial Training (COLT)☆29Jan 13, 2021Updated 5 years ago
- Neural Network Enumeration Tool☆35Jan 8, 2026Updated 5 months ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Jun 7, 2021Updated 5 years ago
- Venus is a state-of-the-art sound and complete verification toolkit for Relu-based feed-forward neural networks. It can be used to check…☆15Aug 31, 2022Updated 3 years ago
- ETH Robustness Analyzer for Deep Neural Networks☆346Jan 27, 2023Updated 3 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
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆18Nov 29, 2018Updated 7 years ago
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆31Nov 9, 2021Updated 4 years ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆28Dec 1, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- A better way of testing, inspecting, and analyzing AI Agent traces.☆55Jan 12, 2026Updated 5 months ago
- Reachability Analysis of Deep Neural Networks with Provable Guarantees☆36Feb 25, 2020Updated 6 years ago
- DPLL(T)-based Verification tool for DNNs☆33May 5, 2026Updated last month
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Nov 7, 2018Updated 7 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 2 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- Breaking Certifiable Defenses☆17Nov 22, 2022Updated 3 years ago
- PRODeep: A Platform for Robustness Verification of Deep Neural Networks☆12Nov 11, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- VNN Neural Network Verification Competition 2021☆36Jul 17, 2021Updated 4 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- The Infibench variant of bigcode-evaluation-harness --- a framework for the evaluation of autoregressive code generation language models.☆14Oct 19, 2024Updated last year
- Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)☆35Jan 11, 2021Updated 5 years ago
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆30Apr 14, 2020Updated 6 years ago
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆87Jul 25, 2024Updated last year
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆346Updated this week
- CAV'22 paper to speed up Neural Network Verification.☆13Dec 19, 2022Updated 3 years ago
- ☆10Aug 18, 2025Updated 9 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- SyReNN: Symbolic Representations for Neural Networks☆41Mar 20, 2023Updated 3 years ago
- 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
- [ICLR 2020] Code for paper "Robustness Verification for Transformers"☆26Nov 26, 2024Updated last year
- Programming language based on the synchronous and constraint paradigms☆15Oct 13, 2020Updated 5 years ago
- Pytorch implementation of "Striving for Simplicity: The All Convolutional Net" (https://arxiv.org/abs/1412.6806)☆16Jul 4, 2018Updated 7 years ago
- The evaluation framework for the InfiCoder-Eval benchmark.☆21Jul 22, 2024Updated last year
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 3 years ago