Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement
☆22Oct 29, 2022Updated 3 years ago
Alternatives and similar repositories for CARROT
Users that are interested in CARROT are comparing it to the libraries listed below
Sorting:
- We propose a novel adversarial example generation technique (i.e., CODA) for testing deep code models. Its key idea is to use code differ…☆19Oct 8, 2023Updated 2 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆51Nov 7, 2025Updated 4 months ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆15Dec 2, 2021Updated 4 years ago
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models☆35Apr 18, 2023Updated 2 years ago
- Enhacing Code Pre-trained Models by Contrastive Learning☆38Mar 8, 2023Updated 3 years ago
- ☆14Mar 3, 2022Updated 4 years ago
- ☆41Jan 13, 2023Updated 3 years ago
- Adversarial Robustness for Code☆16Mar 30, 2021Updated 4 years ago
- [SANER 2023] MixCode: Enhancing Code Classification by Mixup-Based Data Augmentation☆15Jul 13, 2024Updated last year
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Oct 25, 2022Updated 3 years ago
- Program Transformation Tool for Java Methods☆11Sep 16, 2022Updated 3 years ago
- ☆26Jul 19, 2022Updated 3 years ago
- ☆12Nov 19, 2022Updated 3 years ago
- This is the official code repository for paper "Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code".☆17Sep 21, 2025Updated 5 months ago
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆58Mar 20, 2024Updated last year
- ☆12Jan 19, 2022Updated 4 years ago
- [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shi…☆32Nov 15, 2021Updated 4 years ago
- Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems☆16Feb 21, 2023Updated 3 years ago
- Improving IR-Based Bug Localization with Context-Aware Query Reformulation☆22Jan 20, 2021Updated 5 years ago
- Source Code for Paper "Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning"☆18Jun 9, 2023Updated 2 years ago
- ☆18Sep 28, 2024Updated last year
- ☆242Feb 14, 2024Updated 2 years ago
- [EMNLP'22] Code for 'Exploring Representation-level Augmentation for Code Search'☆27Oct 9, 2023Updated 2 years ago
- ☆52Nov 19, 2022Updated 3 years ago
- Official implementation of our ICSE 2023 paper on Automatic Code Generation.☆27Nov 8, 2023Updated 2 years ago
- Replication package for ICSE2022 paper: On the Evaluation of Neural Code Summarization☆29Sep 20, 2022Updated 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…☆27Aug 12, 2022Updated 3 years ago
- ☆30Nov 23, 2020Updated 5 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 3 years ago
- Repository for "SecurityEval Dataset: Mining Vulnerability Examples to Evaluate Machine Learning-Based Code Generation Techniques" publis…☆85Nov 4, 2023Updated 2 years ago
- ☆12Nov 30, 2018Updated 7 years ago
- Large Language Models Meet NL2Code: A Survey☆35Nov 19, 2024Updated last year
- ☆34Feb 24, 2024Updated 2 years ago
- This repo illustrates how to evaluate the artifacts in the paper Deep Just-in-Time Defect Prediction: How Far Are We? published in ISSTA'…☆37Nov 20, 2023Updated 2 years ago
- A lightweight and highly extensible Agent framework☆20Jan 20, 2026Updated last month
- Big Data and Machine Intelligence, Spring 2021.☆12Jul 2, 2021Updated 4 years ago
- Extracts static code features from opencl kernels to be used for machine learning.☆10Apr 30, 2021Updated 4 years ago
- The impact of text pre-processing methods on the performance of deep learning models for the toxic comments classification☆10Jan 12, 2021Updated 5 years ago
- ☆12Dec 22, 2025Updated 2 months ago