xiaoningdu / deepstellarLinks
☆15Updated 5 years ago
Alternatives and similar repositories for deepstellar
Users that are interested in deepstellar are comparing it to the libraries listed below
Sorting:
- Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks☆18Updated 4 years ago
- White-box Fairness Testing through Adversarial Sampling☆13Updated 4 years ago
- Adversarial Robustness for Code☆15Updated 4 years ago
- ☆14Updated 3 years ago
- This repo illustrates how to evaluate the artifacts in the paper Deep Just-in-Time Defect Prediction: How Far Are We? published in ISSTA'…☆37Updated last year
- An Automatic DNN TrainingProblem Detection and Repair System☆19Updated last year
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆49Updated 3 years ago
- Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement☆21Updated 2 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Updated 3 years ago
- We propose a novel adversarial example generation technique (i.e., CODA) for testing deep code models. Its key idea is to use code differ…☆15Updated last year
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- Mutation-based Fault Localization of Deep Neural Networks☆10Updated last year
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated last year
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆46Updated last year
- ADAPT is the open source white-box testing framework for deep neural networks☆22Updated 2 years ago
- ☆27Updated 5 years ago
- This repository is for the paper of ICSE 2023: Regression Fuzzing for Deep Learning Systems☆12Updated last year
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Updated last year
- Machine Learning & Security Seminar @Purdue University☆25Updated 2 years ago
- ☆31Updated 2 years ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆15Updated 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
- ☆14Updated 4 years ago
- ☆58Updated last year
- A Survey of Deep Learning Models for Structural Code Understanding☆21Updated 3 years ago
- ☆76Updated 2 years ago
- [FSE 2019] Learning Cross-Language API Mappings with Little Knowledge☆19Updated 2 years ago
- ☆10Updated 2 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 7 years ago
- Bug Report driven Program Repair☆17Updated 5 years ago