tianzhaotju / LEAMLinks
We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-models based on AST information, for better learning to represent real faults and ensuring syntactic correctness of mutation faults.
☆28Updated last year
Alternatives and similar repositories for LEAM
Users that are interested in LEAM are comparing it to the libraries listed below
Sorting:
- For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier…☆62Updated 2 years ago
- ☆59Updated 2 years ago
- Template-based Automated Program Repair☆48Updated last year
- 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
- Neural Program Repair with Execution-based Backpropagation http://arxiv.org/pdf/2105.04123☆24Updated 2 years ago
- ☆29Updated 3 years ago
- ☆15Updated last year
- ☆18Updated last year
- Vision Transformer-Inspired Automated Vulnerability Repair☆18Updated 2 months ago
- For our ICSE23 paper "KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair" by Nan Jiang, Thibaud Lutellier, Yiling…☆32Updated last year
- repo of "SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics" (ASE 22) https://oadoi.org/10.1145/3551349.3556926☆27Updated last year
- ☆15Updated 3 years ago
- ☆18Updated last year
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆95Updated last month
- For our ICSE23 paper "Impact of Code Language Models on Automated Program Repair" by Nan Jiang, Kevin Liu, Thibaud Lutellier, and Lin Tan☆61Updated 9 months ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆63Updated last year
- ☆14Updated 3 years ago
- ☆14Updated 2 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated 2 months ago
- Bugs.jar: A Large-scale, Diverse Dataset of Bugs for Java Program Repair☆57Updated 7 years ago
- This repository is to support contributions for tools and new data entries for the D2A dataset hosted in DAX☆74Updated 3 years ago
- Defects4J Dissection presents data to help researchers and practitioners to better understand the Defects4J bug dataset☆67Updated last year
- An Extensible Java Bug Benchmark for Automatic Program Repair Studies☆36Updated last year
- ☆30Updated 4 years ago
- ☆34Updated last year
- An implementation of Tare.☆12Updated last year
- ☆25Updated 3 years ago
- ☆18Updated last year
- SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning☆16Updated 3 years ago
- ☆10Updated last year