{"url":"/dataset/realvul","name":"RealVul","full_name":"RealVul-Vulnerability Dataset following realistic settings","description_markdown":"This is a C++ vulnerability detection dataset following realistic settings. For details, please check our study Revisiting the Performance of Deep Learning-Based Vulnerability Detection on Realistic Datasets (Partha et al., 2024)\r\n\r\nThe column names are self-describing. The most important two columns are,\r\n\r\nTarget: int: vulnerable to not.\r\nCode: str: the code segment.\r\nFor details, please check our huggingface repository.","description_withheld":null,"homepage":"https://huggingface.co/realvul","introduced_date":"2024-07-03","introduced_date_note":null,"introduced_by":{"paper":"/paper/revisiting-the-performance-of-deep-learning","title":"Revisiting the Performance of Deep Learning-Based Vulnerability Detection on Realistic Datasets","first_author":"Partha Chakraborty","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Vulnerability Detection","url":"/task/vulnerability-detection","datasets_with_task":"/datasets/task/vulnerability-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["RealVul"],"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":"2026-09-24T18:15:14+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."}