tianzhaotju / CODALinks
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.
☆14Updated last year
Alternatives and similar repositories for CODA
Users that are interested in CODA are comparing it to the libraries listed below
Sorting:
- Towards Robustness of Deep Program Processing Models – Detection, Estimation and Enhancement☆21Updated 2 years ago
- [SANER 2023] MixCode: Enhancing Code Classification by Mixup-Based Data Augmentation☆15Updated 11 months ago
- ☆41Updated 2 years ago
- ☆12Updated 2 years ago
- Replication Package for "Natural Attack for Pre-trained Models of Code", ICSE 2022☆46Updated 10 months ago
- ☆33Updated 2 years ago
- ☆10Updated last year
- This repo illustrates how to evaluate the artifacts in the paper An Extensive Study on Pre-trained Models for Program Understanding and G…☆25Updated 2 years ago
- IST'21 & SANER'22: Semantic-Preserving Program Transformations☆31Updated 2 years ago
- ☆33Updated last year
- ☆10Updated 2 years ago
- ☆12Updated 3 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆78Updated last month
- Enhacing Code Pre-trained Models by Contrastive Learning☆35Updated 2 years ago
- ☆11Updated last year
- ☆14Updated 3 years ago
- ☆12Updated last year
- A collection of publications that works on code models but beyond focusing on the accuracies.☆13Updated last year
- When Less is Enough: Positive-Unlabeled Learning Model for Vulnerability Detection☆13Updated last year
- The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"☆24Updated last year
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆14Updated 3 years ago
- ☆48Updated 2 years ago
- We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-model…☆28Updated last year
- Mutation-based Fault Localization of Deep Neural Networks☆10Updated last year
- NLQF is a tool to filter query-appropriate comments for building high-quality code search datasets.☆19Updated 3 years ago
- [2023 TDSC] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?☆25Updated 2 years ago
- ☆14Updated last year
- ☆15Updated 2 years ago
- ☆13Updated last year
- ☆10Updated last year