95616ARG / SyReNN
SyReNN: Symbolic Representations for Neural Networks
☆40Updated 2 years ago
Alternatives and similar repositories for SyReNN:
Users that are interested in SyReNN are comparing it to the libraries listed below
- Code for the NeurIPS 2020 paper Efficient Exact Verification of Binarized Neural Networks☆13Updated 2 years ago
- Certifying Geometric Robustness of Neural Networks☆16Updated 2 years ago
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆28Updated 5 years ago
- The official repo for GCP-CROWN paper☆13Updated 2 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 8 months ago
- All code for the Piecewise Linear Neural Networks verification: A comparative study paper☆36Updated 6 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆41Updated 5 years ago
- Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://g…☆30Updated 5 years ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Updated 2 years ago
- An Algorithm to Quantify Robustness of Recurrent Neural Networks☆48Updated 5 years ago
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago
- VNN Neural Network Verification Competition 2021☆36Updated 3 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Updated 6 years ago
- Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019]☆50Updated 4 years ago
- Geometric Certifications of Neural Nets☆41Updated 2 years ago
- ☆43Updated 2 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆38Updated 6 years ago
- ☆18Updated 3 years ago
- Fourth edition of VNN COMP (2023)☆16Updated 2 years ago
- ☆12Updated 2 years ago
- ☆22Updated 3 years ago
- Combining Symbolic and Function Evaluation Expressions In Neural Programs☆33Updated 5 years ago
- A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees☆20Updated 4 years ago
- Code for Neural Execution Engines: Learning to Execute Subroutines☆17Updated 4 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆159Updated 5 years ago
- Tree Stack Memory Units☆17Updated 4 years ago
- Learning Certified Individually Fair Representations☆24Updated 4 years ago
- The released code of ReluVal in USENIX Security 2018☆59Updated 5 years ago
- ☆16Updated 3 years ago
- Factorized Neural Layers☆27Updated last year