Datasets › TII-SSRC-23
TII-SSRC-23
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.
URL: https://www.kaggle.com/datasets/daniaherzalla/tii-ssrc-23
Benchmarks archive 2025-07-28
All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Anomaly Detection | TII-SSRC-23 | Deep SVDD AUC 97.84 | TII-SSRC-23 Dataset: Typological Exploration of Diverse... | — | 1 | Compare |
| Binary Classification | TII-SSRC-23 | XGBoost F1-Score 98.79 | TII-SSRC-23 Dataset: Typological Exploration of Diverse... | — | 1 | Compare |
| Multi-class Classification | TII-SSRC-23 | Extra Trees F1-Score 93.36 | TII-SSRC-23 Dataset: Typological Exploration of Diverse... | — | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection | 0 | 3 | 14 Sep 2023 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- TII-SSRC-23
1 variant name, as the archive lists them.
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