We propose a novel adversarial example generation technique (i.e., CODA) for testing deep code models. Its key idea is to use code differences between the target input and reference inputs to guide the generation of adversarial examples.
☆20Oct 8, 2023Updated 2 years ago
Alternatives and similar repositories for CODA
Users that are interested in CODA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ASE2024] Mutual Learning-Based Framework for Enhancing Robustness of Code Models via Adversarial Training☆11Sep 13, 2024Updated last year
- The dataset, source code and the results of our ESEC/FSE 2023 paper "An Extensive Study on Adversarial Attack against Pre-trained Models …☆15Feb 19, 2024Updated 2 years ago
- Code and data for AAAI 2022 paper "Multilingual Code Snippets Training for Program Translation"☆10Mar 7, 2022Updated 4 years ago
- An implementation of Tare.☆12Feb 23, 2024Updated 2 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆51Nov 7, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-model…☆29Jun 16, 2024Updated last year
- A collection of publications that works on code models but beyond focusing on the accuracies.☆13Jun 30, 2023Updated 2 years ago
- Program Transformation Tool for Java Methods☆11Sep 16, 2022Updated 3 years ago
- ☆12Nov 19, 2022Updated 3 years ago
- Improving IR-Based Bug Localization with Context-Aware Query Reformulation☆22Jan 20, 2021Updated 5 years ago
- [NeurIPS 2024] Self-Optimization Improves the Efficiency of Code Generation☆14May 10, 2025Updated 11 months ago
- This repo illustrates how to evaluate the artifacts in the paper An Extensive Study on Pre-trained Models for Program Understanding and G…☆27Aug 12, 2022Updated 3 years ago
- Python bindings for Comby☆13Nov 7, 2023Updated 2 years ago
- Source Code for Paper "Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning"☆19Jun 9, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Nov 24, 2023Updated 2 years ago
- Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020☆32Mar 24, 2023Updated 3 years ago
- mBERT is a mutation testing tool that uses a pre-trained language model (CodeBERT) to generate mutants.☆17Aug 20, 2025Updated 8 months ago
- This repository is the replication package of the ICSE22 paper "FIRA: Fine-Grained Graph-Based Code Change Representation for Automated C…☆33Apr 20, 2022Updated 4 years ago
- Automated Benchmarking of LLM Agents on Real-World Software Security Tasks [NeurIPS 2025]☆73Jan 27, 2026Updated 3 months ago
- [ACL '24] Source code for paper: INTERVENOR : Prompt the Coding Ability of Large Language Models with the Interactive Chain of Repairing☆30Nov 25, 2024Updated last year
- ☆12Oct 29, 2022Updated 3 years ago
- Ying Zhang, Ya Xiao, Md Mahir Asef Kabir, Daphne Yao, Na Meng. Example-Based Vulnerability Detection and Repair in Java Code 30th IEEE/AC…☆10Jul 31, 2022Updated 3 years ago
- predicting the buggy source files from the bug reports.☆28Jul 20, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is the official code repository for paper "Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code".☆17Sep 21, 2025Updated 7 months ago
- ☆13Oct 11, 2024Updated last year
- ☆26Jul 19, 2022Updated 3 years ago
- ☆41Jan 13, 2023Updated 3 years ago
- Open-source repository for the OOPSLA'24 paper "CYCLE: Learning to Self-Refine Code Generation"☆10Mar 8, 2024Updated 2 years ago
- ☆15Oct 19, 2021Updated 4 years ago
- Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed☆12May 29, 2021Updated 4 years ago
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆13Dec 8, 2023Updated 2 years ago
- Code of our paper "Method-Level Bug Severity Prediction using Source Code Metrics and LLMs" which is accepted to ISSRE 2023.☆10Nov 12, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ADD extracts features from patches such as repair patterns.☆13Oct 2, 2023Updated 2 years ago
- ☆32Jul 29, 2025Updated 9 months ago
- ☆12Feb 4, 2023Updated 3 years ago
- ☆15Dec 2, 2022Updated 3 years ago
- Code accompanying our ICML 2020 paper on choice set optimization in group decision-making.☆10Jun 27, 2020Updated 5 years ago
- 微信小程序 扫雷小游戏☆21Oct 11, 2017Updated 8 years ago
- Marble FHE Library☆18Dec 23, 2020Updated 5 years ago