eth-sri / eranLinks
ETH Robustness Analyzer for Deep Neural Networks
☆341Updated 2 years ago
Alternatives and similar repositories for eran
Users that are interested in eran are comparing it to the libraries listed below
Sorting:
- ☆293Updated last week
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆306Updated 7 months ago
- The released code of ReluVal in USENIX Security 2018☆60Updated 5 years ago
- The released code of Neurify in NIPS 2018☆49Updated 2 years ago
- A certifiable defense against adversarial examples by training neural networks to be provably robust☆221Updated last year
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago
- A Framework for Deep Neural Network Verification☆56Updated 9 months ago
- Concolic Testing for Deep Neural Networks☆119Updated 4 years ago
- VNN Neural Network Verification Competition 2021☆36Updated 4 years ago
- Neural Network Enumeration Tool☆34Updated 2 years ago
- ☆101Updated 5 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 6 years ago
- Neural Network Verification Software Tool☆131Updated 3 weeks ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆325Updated 6 months ago
- Fourth edition of VNN COMP (2023)☆16Updated 2 years ago
- ☆47Updated 6 years ago
- The library for symbolic interval☆21Updated 5 years 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 5 months ago
- ☆17Updated 3 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆98Updated 4 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆49Updated 3 years ago
- ☆28Updated 2 years ago
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆30Updated 5 years ago
- Codes for reproducing the experimental results in "CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Net…☆27Updated 4 years ago
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆35Updated 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…☆86Updated last year
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Updated 5 years ago
- ☆14Updated 2 years ago
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆29Updated 3 years ago
- This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on …☆98Updated 2 years ago