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 3 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:
- Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement☆22Oct 29, 2022Updated 4 years ago
- [ASE2024] Mutual Learning-Based Framework for Enhancing Robustness of Code Models via Adversarial Training☆11Sep 13, 2024Updated 2 years ago
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models☆34Apr 18, 2023Updated 3 years ago
- An implementation of Tare.☆12Feb 23, 2024Updated 2 years ago
- Repo for arxiv paper "A Systematic Study of Code Obfuscation Against LLM-based Vulnerability Detection".☆15Dec 18, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆50May 31, 2026Updated 5 months ago
- We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-model…☆30Jun 16, 2024Updated 2 years ago
- Program Transformation Tool for Java Methods☆10Sep 16, 2022Updated 4 years ago
- ☆11Nov 19, 2022Updated 3 years ago
- Improving IR-Based Bug Localization with Context-Aware Query Reformulation☆22Jan 20, 2021Updated 5 years ago
- Artifact for TOSEM Submission: GiantRepair☆12Jun 26, 2024Updated 2 years ago
- Bug dataset provided for ChinaSoft 2025 APR Competition☆11May 22, 2025Updated last year
- No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation☆18Jun 28, 2023Updated 3 years ago
- [ISSTA 2025] A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing☆13Feb 9, 2025Updated last year
- 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.
- Python bindings for Comby☆13Nov 7, 2023Updated 3 years ago
- This repo illustrates how to evaluate the artifacts in the paper An Extensive Study on Pre-trained Models for Program Understanding and G…☆26Aug 12, 2022Updated 4 years ago
- GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing (ISSTA‘23)☆17Jul 19, 2023Updated 3 years ago
- This repo has the PyTorch implementation and datasets of our WSDM 2023 paper: “Multi-queue Momentum Contrast for Microvideo-Product Retri…☆10Sep 17, 2023Updated 3 years ago
- Source Code for Paper "Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning"☆19Jun 9, 2023Updated 3 years ago
- The First International Workshop on Large Language Models for Code 2024 (Co-Located with ICSE 2024)☆17Oct 4, 2024Updated 2 years ago
- [NeurIPS 2024] Self-Optimization Improves the Efficiency of Code Generation☆15May 10, 2025Updated last year
- Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems☆16Feb 21, 2023Updated 3 years ago
- Code for the paper "Embedding Java Classes with code2vec: Improvements from Variable Obfuscation" in MSR 2020☆32Mar 24, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆134Jul 14, 2024Updated 2 years ago
- ☆31Sep 17, 2020Updated 6 years 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
- For our ICSE23 paper "Impact of Code Language Models on Automated Program Repair" by Nan Jiang, Kevin Liu, Thibaud Lutellier, and Lin Tan☆66Oct 16, 2024Updated 2 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Nov 24, 2023Updated 2 years ago
- ☆10Sep 19, 2023Updated 3 years ago
- ☆21Sep 14, 2026Updated last month
- ☆10Jun 5, 2024Updated 2 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 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆26Oct 27, 2025Updated last year
- ☆12Oct 11, 2024Updated 2 years ago
- [WWW'25] Official repo for paper: RU-AI: A Large Multimodal Dataset for Machine Generated Content Detection☆10Aug 8, 2026Updated 2 months ago
- mBERT is a mutation testing tool that uses a pre-trained language model (CodeBERT) to generate mutants.☆18Aug 20, 2025Updated last year
- This is the official code repository for paper "Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code".☆17Sep 21, 2025Updated last year
- predicting the buggy source files from the bug reports.☆28Jul 20, 2023Updated 3 years ago
- ☆39Jan 13, 2023Updated 3 years ago