Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks", published at AAAI 2019
☆28Jun 23, 2021Updated 5 years ago
Alternatives and similar repositories for CNN-Cert
Users that are interested in CNN-Cert are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees☆20Dec 16, 2020Updated 5 years ago
- Fastened CROWN: Tightened Neural Network Robustness Certificates☆10Feb 10, 2020Updated 6 years ago
- Benchmarks for the VNN Comp 2023☆16Jun 7, 2024Updated 2 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆99Jun 7, 2021Updated 5 years 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.
- GDVB| Systematic Generation of Diverse Benchmarks for DNN Verification☆10May 27, 2024Updated 2 years ago
- Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]☆18Apr 8, 2018Updated 8 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- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Nov 1, 2019Updated 6 years ago
- Garbage collector for Escargot☆16Updated this week
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 3 years ago
- ☆10Nov 5, 2016Updated 9 years ago
- The latest source code of the tool Flow*☆30Jan 15, 2023Updated 3 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆351Jul 17, 2026Updated last month
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆391Jun 16, 2026Updated 2 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.
- ☆22Jun 23, 2021Updated 5 years ago
- Tensorflow code for Sparse Adversarial Perturbations for Videos☆24Mar 8, 2019Updated 7 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆392Feb 16, 2022Updated 4 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
- Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approac…☆51Sep 18, 2018Updated 7 years ago
- ETH Robustness Analyzer for Deep Neural Networks☆347Jan 27, 2023Updated 3 years ago
- Safety Verification of Deep Neural Networks☆50Feb 5, 2018Updated 8 years ago
- Linux SVSM (Secure VM Service Module) for secure x86 virtualization in Rust☆10Sep 7, 2023Updated 2 years ago
- A Framework for Deep Neural Network Verification☆57Dec 14, 2024Updated last year
- 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.
- ☆104Jul 8, 2020Updated 6 years ago
- ☆14Nov 11, 2025Updated 9 months ago
- This is a lightweight framework for java.☆10Dec 6, 2017Updated 8 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- [NeurIPS 2022] Code for paper "Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation"☆28Dec 10, 2023Updated 2 years ago
- [ECCV2020] Motion-excited Sampler: Video Adversarial Attack with Sparked Prior☆11Nov 7, 2020Updated 5 years ago
- NDSS18: Detecting Adversarial Examples in Deep Neural Networks☆13Apr 20, 2017Updated 9 years ago
- can calculate the Hessian matrix and/or its spectrum for simple neural nets☆11May 7, 2018Updated 8 years ago
- ☆10May 3, 2017Updated 9 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.
- ☆12Jul 21, 2022Updated 4 years ago
- A curated list of awesome resources regarding machine learning reliability.☆32Apr 26, 2021Updated 5 years ago
- video_attack; Efficient Sparse Attacks on Videos using Reinforcement Learning☆15Oct 25, 2021Updated 4 years ago
- Forked from tf-rmm@trustedfirmware, support QEMU platform. Check wiki for instruction. https://github.com/Huawei/Huawei_CCA_RMM/wiki☆21Apr 15, 2023Updated 3 years ago
- Code accompanying the NeurIPS 2019 paper AutoAssist: A Framework to Accelerate Training of Deep Neural Networks.☆14Oct 3, 2022Updated 3 years ago
- Concolic Testing for Deep Neural Networks☆118Jul 16, 2021Updated 5 years ago
- Reward Estimation for Variance Reduction in Deep Reinforcement Learning☆11May 8, 2018Updated 8 years ago