This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-propagation.
☆15Oct 16, 2022Updated 3 years ago
Alternatives and similar repositories for GRIST
Users that are interested in GRIST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆25Dec 17, 2020Updated 5 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 2 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆82Nov 2, 2022Updated 3 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆56Oct 29, 2023Updated 2 years ago
- For our ICSE22 paper "EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries" by Jiannan Wang, Thibaud Lutellier, Shangshu Qia…☆13Aug 16, 2023Updated 2 years ago
- Collect simple coverage information in memory.☆11Oct 6, 2022Updated 3 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Nov 13, 2023Updated 2 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Jul 19, 2023Updated 2 years ago
- Reproducing BugsInPy: Benchmarking Bugs in Python Projects☆14Sep 4, 2023Updated 2 years ago
- A library for performing coverage guided fuzzing of neural networks☆214Sep 25, 2018Updated 7 years ago
- Artifact of the ICSE 2020 paper: "ReluDiff: Differential Verification of Deep Neural Networks"☆11Feb 1, 2022Updated 4 years ago
- 2019年大三上各科期末考试复习笔记（自整理版本）☆10Jan 17, 2020Updated 6 years ago
- ☆10Jul 9, 2020Updated 5 years ago
- The Charon tool for analyzing neural network robustness☆13Mar 19, 2020Updated 6 years ago
- Automated DNN generation for fuzz testing and more☆144Jan 14, 2025Updated last year
- The Infibench variant of bigcode-evaluation-harness --- a framework for the evaluation of autoregressive code generation language models.☆14Oct 19, 2024Updated last year
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆33Jun 17, 2022Updated 3 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆17Mar 30, 2024Updated last year
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆14Apr 22, 2024Updated last year
- DeepInspect code release☆11Feb 11, 2020Updated 6 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- Certifying Geometric Robustness of Neural Networks☆16Mar 24, 2023Updated 3 years ago
- Code for the paper "(De)Randomized Smoothing for Certifiable Defense against Patch Attacks" by Alexander Levine and Soheil Feizi.☆17Aug 22, 2022Updated 3 years ago
- Improving Machine Translation Systems via Isotopic Replacement☆12Apr 14, 2023Updated 2 years ago
- ☆22Apr 15, 2022Updated 3 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Dec 1, 2022Updated 3 years ago
- A simple OS X app to remind the user to take breaks during work.☆20Mar 11, 2015Updated 11 years ago
- ☆11Nov 1, 2023Updated 2 years ago
- GAN based 3D Object Reconstruction in Point Cloud // 基于点云生成对抗网络的三维重建研究☆19Jun 25, 2018Updated 7 years ago
- Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…☆19Jun 12, 2024Updated last year
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆71Mar 9, 2023Updated 3 years ago
- ☆53Jun 26, 2025Updated 8 months ago
- Fuzzing Deep Learning Libraries Via Mining Security Knowledge from Open Source☆17May 14, 2024Updated last year
- ☆19Jun 27, 2021Updated 4 years ago
- A Memory-efficient Graph Store for Interactive Queries☆13Sep 1, 2021Updated 4 years ago
- [ICSE 2025] The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep-Learning Libraries (AC…☆21Dec 22, 2025Updated 3 months ago
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆27Feb 23, 2021Updated 5 years ago
- ☆20Mar 6, 2023Updated 3 years ago
- This repository contains the artifact for the SOSP'21 paper: Sishuai Gong, Deniz Altınbüken, Pedro Fonseca, Petros Maniatis, "Snowboard:…☆27May 28, 2025Updated 9 months ago