Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks", published at AAAI 2019
☆27Jun 23, 2021Updated 4 years ago
Alternatives and similar repositories for CNN-Cert
Users that are interested in CNN-Cert are comparing it to the libraries listed below
Sorting:
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 6 years ago
- 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
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 2 years ago
- Garbage collector for Escargot☆15Feb 3, 2026Updated 3 weeks 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- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Nov 1, 2019Updated 6 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- A network-level collaboration framework for personal mobile devices☆15Jun 24, 2020Updated 5 years ago
- ☆17Aug 2, 2022Updated 3 years ago
- Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]☆18Apr 8, 2018Updated 7 years ago
- ☆22Jun 23, 2021Updated 4 years ago
- CROWN: A Neural Network Robustness Certification Algorithm for General Activation Functions (This repository is outdated; use https://git…☆17Nov 29, 2018Updated 7 years ago
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆347Jan 17, 2026Updated last month
- A Framework for Deep Neural Network Verification☆57Dec 14, 2024Updated last year
- ETH Robustness Analyzer for Deep Neural Networks☆343Jan 27, 2023Updated 3 years ago
- AAAI 2019 oral presentation☆53May 30, 2025Updated 9 months ago
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- The latest source code of the tool Flow*☆28Jan 15, 2023Updated 3 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
- Concolic Testing for Deep Neural Networks☆119Jul 16, 2021Updated 4 years ago
- A method for training neural networks that are provably robust to adversarial attacks.☆391Feb 16, 2022Updated 4 years ago
- ☆10Mar 24, 2025Updated 11 months ago
- Reachability Analysis of Deep Neural Networks with Provable Guarantees☆36Feb 25, 2020Updated 6 years ago
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Nov 7, 2018Updated 7 years ago
- Code accompanying the NeurIPS 2019 paper AutoAssist: A Framework to Accelerate Training of Deep Neural Networks.☆14Oct 3, 2022Updated 3 years ago
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆13Mar 11, 2025Updated 11 months ago
- real time reachability for the f1Tenth platform☆11Jan 19, 2022Updated 4 years ago
- Convergent Dispersal Deduplication Datastore☆10Jan 21, 2016Updated 10 years ago
- ☆12Jun 18, 2024Updated last year
- Instructions on obtaining stable benchmarks results on modern Linux distro☆18Feb 10, 2026Updated 2 weeks ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- Open paper reading club @ JetBrains☆38Oct 14, 2024Updated last year
- Mirror of NetBSD sources useful with rump kernels☆13Mar 23, 2017Updated 8 years ago
- Multimedia SoC Design with Specialization on Application Acceleration with High-Level-Synthesis [2020 Fall]☆12Jun 15, 2021Updated 4 years ago
- Code for Learning idiolectal style variation in online register☆10May 18, 2023Updated 2 years ago
- Verilog RTL Implementation of DNN☆10Jun 26, 2018Updated 7 years ago
- CVE-2023-40028 affects Ghost, an open source content management system, where versions prior to 5.59.1 allow authenticated users to uploa…☆13Jan 7, 2025Updated last year
- Robustness vs Accuracy Survey on ImageNet☆99Aug 3, 2021Updated 4 years ago
- Experimental hostapd/wpa_supplicant that allows automatic MACsec channel establishment☆11Sep 5, 2017Updated 8 years ago