{"url":"/dataset/detecting-security-patches-via-behavioral","name":"Detecting Security Patches Via Behavioral Data","full_name":"Nitzan Farhi","description_markdown":"The code that created this dataset can be seen in [https://github.com/nitzanfarhi/SecurityPatchDetection](https://github.com/nitzanfarhi/SecurityPatchDetection) and can be reproduced by running:\r\n```console\r\n python data_collection\\create_dataset.py --all -o data_collection\\data\r\n```\r\nNotice that this dataset doesn't include the commits' generated data as it is very big. This can be generated by running only :\r\n```console\r\n python data_collection\\create_dataset.py  --commits -data_collection\\data\r\n```\r\n\r\nA repository name is symbolised by <COMPANY_NAME>_<REPOSITORY_NAME>\r\n\r\n### License\r\nThis dataset is publicly available for researchers. If you are using our dataset,   \r\nyou should cite our related research paper which outlines the details of the dataset and its underlying principles:\r\n \r\n@article{farhi2023detecting,\r\n  title={Detecting Security Patches via Behavioral Data in Code Repositories},\r\n  author={Farhi, Nitzan and Koenigstein, Noam and Shavitt, Yuval},\r\n  journal={arXiv preprint arXiv:2302.02112},\r\n  year={2023}\r\n}\r\nAs well as mentioning [gharchive.org](gharchive.org), if you use their data as well.","description_withheld":null,"homepage":"https://nitzanfarhi.github.io","introduced_date":"2023-02-04","introduced_date_note":null,"introduced_by":{"paper":"/paper/detecting-security-patches-via-behavioral","title":"Detecting Security Patches via Behavioral Data in Code Repositories","first_author":"Nitzan Farhi","url":null},"license":null,"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Time Series","url":"/task/time-series-1","datasets_with_task":"/datasets/task/time-series-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Detecting Security Patches Via Behavioral Data"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}