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--- |
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task_categories: |
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- tabular-classification |
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tags: |
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- tabular |
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- network |
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size_categories: |
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- 1M<n<10M |
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--- |
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## Source |
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https://www.kaggle.com/datasets/dhoogla/unswnb15?resource=download |
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## Dataset |
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This is an academic intrusion detection dataset. All the credit goes to the original authors: dr. Nour Moustafa and dr. Jill Slay. |
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Please cite their original paper and all other appropriate articles listed on the UNSW-NB15 page. |
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The full dataset also offers the pcap, BRO and Argus files along with additional documentation. |
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The modifications to the predesignated train-test sets are minimal and designed to decrease disk storage and increase performance & reliability. |
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Exploratory Data Analysis (EDA) through classification with very simple models to .877 AUROC. |
