This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-propagation.
☆15Oct 16, 2022Updated 4 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
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆57Oct 29, 2023Updated 3 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆81Nov 2, 2022Updated 4 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 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 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Collect simple coverage information in memory.☆11Oct 6, 2022Updated 4 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆33Nov 13, 2023Updated 2 years ago
- ProbFuzz: A Framework for Testing Probabilistic Programming Systems☆10Oct 22, 2018Updated 8 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Jul 19, 2023Updated 3 years ago
- ☆20Feb 11, 2024Updated 2 years ago
- FANC is a tool for the proof transfer of incomplete verification☆13Aug 20, 2026Updated 2 months ago
- ☆55Sep 3, 2026Updated last month
- Reproducing BugsInPy: Benchmarking Bugs in Python Projects☆13Sep 4, 2023Updated 3 years ago
- ☆10Jul 9, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A library for performing coverage guided fuzzing of neural networks☆211Sep 25, 2018Updated 8 years ago
- "Scalable Approaches for Test Suite Reduction" online material.☆11Feb 5, 2021Updated 5 years ago
- Dataset for ICSE 2020 paper "Repairing Deep Neural Networks: Fix Patterns and Challenges"☆10Feb 10, 2020Updated 6 years ago
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆40Jul 19, 2022Updated 4 years ago
- Artifact of the ICSE 2020 paper: "ReluDiff: Differential Verification of Deep Neural Networks"☆11Feb 1, 2022Updated 4 years ago
- OmniCode: A Diverse Software Engineering Benchmark for Evaluating Large Language Models☆28Apr 17, 2026Updated 6 months ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Aug 24, 2022Updated 4 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 10 months ago
- Code for NDSS 2022 paper "MIRROR: Model Inversion for Deep Learning Network with High Fidelity"☆28May 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Automated DNN generation for fuzz testing and more☆150Jan 14, 2025Updated last year
- The code accompanying paper: Nonlinear Gradient Estimation for Query Efficient Blackbox Attack☆10Feb 22, 2021Updated 5 years ago
- This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."☆32Apr 27, 2022Updated 4 years ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆29Apr 15, 2025Updated last year
- The Charon tool for analyzing neural network robustness☆13Mar 19, 2020Updated 6 years ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆34Jun 17, 2022Updated 4 years ago
- ☆11Oct 18, 2022Updated 4 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Jun 14, 2018Updated 8 years ago
- The Infibench variant of bigcode-evaluation-harness --- a framework for the evaluation of autoregressive code generation language models.☆14Oct 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- CIFAR-100 dataset by classes folder☆11Nov 7, 2024Updated last year
- Code for the paper "(De)Randomized Smoothing for Certifiable Defense against Patch Attacks" by Alexander Levine and Soheil Feizi.☆17Aug 22, 2022Updated 4 years ago
- cheatbench.ai☆18Updated this week
- DeepInspect code release☆11Feb 11, 2020Updated 6 years ago
- ☆12May 27, 2022Updated 4 years ago
- Improving Machine Translation Systems via Isotopic Replacement☆12Apr 14, 2023Updated 3 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆17Apr 28, 2026Updated 6 months ago