tianzhaotju / LEAM
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.
☆27Updated 7 months ago
Alternatives and similar repositories for LEAM:
Users that are interested in LEAM are comparing it to the libraries listed below
- For our ICSE23 paper "KNOD: Domain Knowledge Distilled Tree Decoder for Automated Program Repair" by Nan Jiang, Thibaud Lutellier, Yiling…☆30Updated last year
- Neural Program Repair with Execution-based Backpropagation http://arxiv.org/pdf/2105.04123☆24Updated 2 years ago
- ☆29Updated 3 years ago
- For our ICSE21 paper "CURE: Code-Aware Neural Machine Translation for Automatic Program Repair" by Nan Jiang, Thibaud Lutellier, and Lin …☆52Updated 2 years ago
- For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier…☆59Updated last year
- ☆18Updated 7 months ago
- ☆13Updated 3 years ago
- ☆14Updated 6 months ago
- An Extensible Java Bug Benchmark for Automatic Program Repair Studies☆33Updated 10 months ago
- ☆55Updated 2 years ago
- ☆14Updated last year
- Template-based Automated Program Repair☆43Updated 11 months ago
- This repository is the replication package of the ICSE22 paper "FIRA: Fine-Grained Graph-Based Code Change Representation for Automated C…☆31Updated 2 years ago
- Fast and Precise On-the-fly Patch Validation for All☆10Updated last year
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆70Updated last year
- repo of "SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics" (ASE 22) https://oadoi.org/10.1145/3551349.3556926☆25Updated 10 months ago
- open science repo of "Neural Transfer Learning for Repairing Security Vulnerabilities in C Code" https://arxiv.org/pdf/2104.08308☆57Updated 10 months ago
- MegaVul - The largest, high-quality, extensible, continuously updated, C/C++/Java vulnerability dataset☆57Updated this week
- ☆29Updated 4 years ago
- An implementation of Tare.☆11Updated 10 months ago
- ☆13Updated 2 years ago
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆20Updated last year
- ☆15Updated 9 months ago
- For our ISSTA23 paper "How Effective are Neural Networks for Fixing Security Vulnerabilities?" by Yi Wu, Nan Jiang, Hung Viet Pham, Thiba…☆29Updated last year
- ☆12Updated last year
- For our ICSE23 paper "Impact of Code Language Models on Automated Program Repair" by Nan Jiang, Kevin Liu, Thibaud Lutellier, and Lin Tan☆59Updated 3 months ago
- ☆40Updated 2 years ago
- Source Code for Paper "Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning"☆14Updated last year
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆75Updated 4 months ago
- ☆12Updated last year