RU-System-Software-and-Security / CovTestingLinks
DNN Coverage Based Testing Study
☆16Updated 5 years ago
Alternatives and similar repositories for CovTesting
Users that are interested in CovTesting are comparing it to the libraries listed below
Sorting:
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated 2 years ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- ☆25Updated 4 years ago
- ADAPT is the open source white-box testing framework for deep neural networks☆22Updated 2 years ago
- ☆19Updated 6 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆49Updated 3 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 7 years ago
- EvalDNN: A Toolbox for Evaluating Deep Neural Network Models☆16Updated 5 years ago
- ☆27Updated 5 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- ☆10Updated 2 years ago
- Awesome material(papers, tools, etc.) about testing machine learning system, including deep learning system.☆48Updated 4 years ago
- Testing Deep Neural Networks☆15Updated 7 years ago
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆12Updated 2 years ago
- Concolic Testing for Deep Neural Networks☆119Updated 4 years ago
- A Mining Approach towards Automating Regression Dataset Construction from Code Evolution History☆34Updated 10 months ago
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆27Updated 4 years ago
- This repository is for the paper of ICSE 2023: Regression Fuzzing for Deep Learning Systems☆12Updated last year
- Reward Guided Test Generation for Deep Learning☆21Updated last year
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Updated 3 years ago
- A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles☆81Updated 6 years ago
- ☆26Updated 4 years ago
- This repository contains the dataset of our ISSTA 2018 paper: An Empirical Study on TensorFlow Program Bugs.☆30Updated 5 years ago
- A curated list of awesome resources regarding machine learning reliability.☆31Updated 4 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆39Updated 2 years ago
- ☆88Updated 2 years ago
- [TOSEM 2023] A Survey of Learning-based Automated Program Repair☆72Updated last year
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆37Updated 3 years ago
- This repository provide the studies on the security of language models for code (CodeLMs).☆51Updated 8 months ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Updated 2 years ago