Dataset
Datasets for: Semantic Robustness of Models of Source Code
| Title: | Datasets for: Semantic Robustness of Models of Source Code |
|---|---|
| Authors: | Goutham Ramakrishnan, Jordan Henkel, Zi Wang, Aws Albarghouthi, Somesh Jha, Thomas Reps |
| Publisher Information: | Zenodo |
| Publication Year: | 2020 |
| Collection: | Zenodo |
| Subject Terms: | Adversarial Machine Learning, Semantics Preserving Transformations, Java Programs, Python Programs |
| Description: | Datasets for Semantic Robustness of Models of Source Code. Includes the c2s/java-small, csn/java, csn/python, and sri/py150 in the following representations: Raw [in raw.tar.gz] Normalized [in normalized.tar.gz] Pre-processed (ast-paths and tokens) [in preprocessed.tar.gz] Transformed [in transformed.tar.gz] Normalized transforms.All transforms.ShuffleLocalVariables transforms.ShuffleParameters transforms.RenameLocalVariables transforms.RenameFields transforms.RenameParameters transforms.ReplaceTrueFalse transforms.InsertPrintStatements transforms.Identity Pre-processed (ast-paths and tokens) transforms.Identity transforms.InsertPrintStatements transforms.ReplaceTrueFalse transforms.RenameParameters transforms.RenameFields transforms.RenameLocalVariables transforms.ShuffleParameters transforms.ShuffleLocalVariables transforms.All |
| Document Type: | dataset |
| Language: | unknown |
| Relation: | https://zenodo.org/records/3659217; oai:zenodo.org:3659217; https://doi.org/10.5281/zenodo.3659217 |
| DOI: | 10.5281/zenodo.3659217 |
| Availability: | https://doi.org/10.5281/zenodo.3659217 https://zenodo.org/records/3659217 |
| Rights: | Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode |
| Accession Number: | edsbas.A61649E3 |
| Database: | BASE |
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