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Benchmark datasets are heavily depended upon by the research community to validate theoretical findings and track progression in the state-of-the-art. This is the Intrusion Detection Evaluation Dataset (CIC-IDS2017) you can find the dataset by this link. This Network dataset has 2 Class one is Normal and CIC-IDS2017. Flow-Based Intrusion Detection Dataset, CIC @UNB Fredericton. arrow_drop_up 37.

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Canadian Institute for Cybersecurity (CIC) designed this dataset for the development and evaluation of intrusion detection systems (IDS). The primary focus of Micam: Visualizing Feature Extraction of Nonnatural Data Authors Randy Klepetko and Ram Krishnan, University of Texas at San Errors in the CICIDS2017 dataset and the differences in detection performances it makes (M. Lanvin)

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Faulty Use of the CIC IDS 2017 Dataset