{"url":"/dataset/tii-ssrc-23","name":"TII-SSRC-23","full_name":null,"description_markdown":"The TII-SSRC-23 dataset offers a comprehensive collection of network traffic patterns, meticulously compiled to support the development and research of Intrusion Detection Systems (IDS). It presents a dual structure: one part provides a tabular representation of extracted features in CSV format, while the other offers raw network traffic data for each type of traffic in PCAP files. This rich dataset captures both benign and malicious network scenarios, serving as an invaluable resource for researchers in the machine learning field.\r\n\r\nURL: https://www.kaggle.com/datasets/daniaherzalla/tii-ssrc-23","description_withheld":null,"homepage":"https://www.kaggle.com/datasets/daniaherzalla/tii-ssrc-23","introduced_date":"2023-09-14","introduced_date_note":null,"introduced_by":{"paper":"/paper/tii-ssrc-23-dataset-typological-exploration","title":"TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection","first_author":"Dania Herzalla","url":null},"license":{"name":"CC BY-SA 4.0","url":"https://creativecommons.org/licenses/by-sa/4.0/"},"modalities":[],"tasks":[{"name":"Anomaly Detection","url":"/task/anomaly-detection","datasets_with_task":"/datasets/task/anomaly-detection"},{"name":"Binary Classification","url":"/task/binary-classification","datasets_with_task":"/datasets/task/binary-classification"},{"name":"Multi-class Classification","url":"/task/multi-class-classification","datasets_with_task":"/datasets/task/multi-class-classification"}],"languages":[],"variants":["TII-SSRC-23"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/anomaly-detection-on-tii-ssrc-23","task":"Anomaly Detection","dataset_variant":"TII-SSRC-23","rows":1,"metrics":["AUC"],"first_row_in_archive_order":{"model":"Deep SVDD","paper":"/paper/tii-ssrc-23-dataset-typological-exploration","metrics":{"AUC":"97.84"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/binary-classification-on-tii-ssrc-23","task":"Binary Classification","dataset_variant":"TII-SSRC-23","rows":1,"metrics":["F1-Score"],"first_row_in_archive_order":{"model":"XGBoost","paper":"/paper/tii-ssrc-23-dataset-typological-exploration","metrics":{"F1-Score":"98.79"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/multi-class-classification-on-tii-ssrc-23","task":"Multi-class Classification","dataset_variant":"TII-SSRC-23","rows":1,"metrics":["F1-Score"],"first_row_in_archive_order":{"model":"Extra Trees","paper":"/paper/tii-ssrc-23-dataset-typological-exploration","metrics":{"F1-Score":"93.36"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/tii-ssrc-23-dataset-typological-exploration","title":"TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection","date":"2023-09-14","rows_on_this_dataset":3,"code_links":0,"syntology":null}],"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."}