eth-sri / eranLinks
ETH Robustness Analyzer for Deep Neural Networks
☆334Updated 2 years ago
Alternatives and similar repositories for eran
Users that are interested in eran are comparing it to the libraries listed below
Sorting:
- ☆287Updated 3 weeks ago
- The released code of Neurify in NIPS 2018☆49Updated 2 years ago
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)☆286Updated 4 months ago
- A certifiable defense against adversarial examples by training neural networks to be provably robust☆220Updated 10 months ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 6 years ago
- A Framework for Deep Neural Network Verification☆56Updated 5 months ago
- VNN Neural Network Verification Competition 2021☆36Updated 3 years ago
- The released code of ReluVal in USENIX Security 2018☆59Updated 5 years ago
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆311Updated 2 months ago
- Documentation and scripts related to the .nnet file format. This file format specifies a simple text file to define feed-forward, fully-c…☆40Updated 2 months ago
- ☆102Updated 4 years ago
- Concolic Testing for Deep Neural Networks☆119Updated 3 years ago
- Neural Network Enumeration Tool☆34Updated 2 years ago
- Neural Network Verification Software Tool☆125Updated last week
- ☆47Updated 6 years ago
- ☆28Updated 2 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆95Updated 3 years ago
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Updated 6 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 3 years ago
- The library for symbolic interval☆21Updated 4 years ago
- Provable adversarial robustness at ImageNet scale☆390Updated 6 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆99Updated 2 years ago
- Fourth edition of VNN COMP (2023)☆16Updated 2 years ago
- ☆17Updated 2 years ago
- ☆124Updated 3 years ago
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆28Updated 5 years ago
- [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contrib…☆27Updated 5 years ago
- OVAL framework for BaB-based Neural Network Verification☆14Updated last year
- LaTeX source for the paper "On Evaluating Adversarial Robustness"☆255Updated 4 years ago