RU-System-Software-and-Security / CovTesting
DNN Coverage Based Testing Study
☆16Updated 4 years ago
Alternatives and similar repositories for CovTesting:
Users that are interested in CovTesting are comparing it to the libraries listed below
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year
- ☆24Updated 4 years ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- ☆18Updated 5 years ago
- ☆24Updated 4 years ago
- This repository is for the paper of ICSE 2023: Regression Fuzzing for Deep Learning Systems☆12Updated last year
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 6 years ago
- ☆10Updated 2 years ago
- ADAPT is the open source white-box testing framework for deep neural networks☆22Updated 2 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆11Updated 2 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
- An Automatic DNN TrainingProblem Detection and Repair System☆17Updated last year
- Testing Deep Neural Networks☆15Updated 6 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 8 months ago
- Developed with the UROP, Detecting Deep Learning Software Defects (Spring 2019), HKUST☆23Updated 4 years ago
- This repository contains the dataset of our ISSTA 2018 paper: An Empirical Study on TensorFlow Program Bugs.☆30Updated 4 years ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆27Updated 3 years ago
- A Mining Approach towards Automating Regression Dataset Construction from Code Evolution History☆35Updated 3 months ago
- Concolic Testing for Deep Neural Networks☆119Updated 3 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Updated 3 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Updated 2 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆46Updated 8 months ago
- White-box Fairness Testing through Adversarial Sampling☆13Updated 4 years ago
- ☆28Updated 2 years ago
- EvalDNN: A Toolbox for Evaluating Deep Neural Network Models☆15Updated 5 years ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆14Updated 2 years ago
- Adversarial Robustness for Code☆15Updated 4 years ago
- DeepInspect code release☆11Updated 5 years ago
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago