dlfaults / deepcrime
DeepCrime - Mutation Testing Tool for Deep Learning Systems
☆15Updated last year
Alternatives and similar repositories for deepcrime:
Users that are interested in deepcrime are comparing it to the libraries listed below
- Mutation-based Fault Localization of Deep Neural Networks☆10Updated last year
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- An Automatic DNN TrainingProblem Detection and Repair System☆17Updated last year
- ☆24Updated 3 years ago
- ☆18Updated 5 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…☆14Updated last year
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆11Updated 2 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆12Updated last year
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- A collection of publications that works on code models but beyond focusing on the accuracies.☆13Updated last year
- ☆28Updated 2 years ago
- [TOSEM 2023] A Survey of Learning-based Automated Program Repair☆68Updated 10 months ago
- ☆12Updated 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
- Adversarial Robustness for Code☆15Updated 3 years ago
- ADAPT is the open source white-box testing framework for deep neural networks☆22Updated last year
- ☆10Updated 9 months ago
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- ☆41Updated 2 years ago
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆15Updated 2 years ago
- ☆8Updated last year
- White-box Fairness Testing through Adversarial Sampling☆13Updated 3 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆60Updated last year
- ☆24Updated 4 years ago
- The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator☆22Updated 3 years ago
- Spectrum-based Fault Localization Engine☆27Updated 7 months ago
- ☆29Updated 3 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆44Updated 6 months ago
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆25Updated 4 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year