dlfaults / deepcrimeLinks
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
Sorting:
- A collection of publications that works on code models but beyond focusing on the accuracies.☆13Updated last year
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆12Updated 2 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆12Updated last year
- Mutation-based Fault Localization of Deep Neural Networks☆10Updated last year
- 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
- ☆25Updated 4 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 3 years ago
- An Automatic DNN TrainingProblem Detection and Repair System☆17Updated last year
- Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement☆21Updated 2 years ago
- [TOSEM 2023] A Survey of Learning-based Automated Program Repair☆71Updated last year
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year
- ☆29Updated 3 years ago
- ☆18Updated 5 years ago
- For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier…☆62Updated 2 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆46Updated 10 months ago
- ☆10Updated last year
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆26Updated 4 years ago
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- ☆41Updated 2 years ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- For our ICSE21 paper "CURE: Code-Aware Neural Machine Translation for Automatic Program Repair" by Nan Jiang, Thibaud Lutellier, and Lin …☆55Updated 2 years ago
- We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-model…☆28Updated last year
- 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
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆16Updated 2 years ago
- ☆33Updated last year
- [2023 TDSC] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?☆25Updated 2 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated last month
- ☆12Updated 2 years ago
- ☆51Updated 4 years ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆64Updated last year