Apr 13, 2022 · The performance comparison between the original and the new dataset shows significant improvements for all evaluated machine learning algorithms ...
A comparison between the original dataset and LYCOS-IDS2017 showed that the corrections made by our tool have a positive impact on all tested machine learning ...
We create LYCOS-IDS2017 dataset by extracting features from CIC-IDS2017 raw data files. The performance comparison between the original and the new datasets ...
From CIC-IDS2017 to LYCOS-IDS2017: A corrected dataset for better performance · List of references · Publications that cite this publication.
Sep 21, 2023 · From CIC-IDS2017 to LYCOS-IDS2017: A corrected dataset for better performance. Arnaud Rosay (1, 2) , Florent Carlier (1) , Eloïse Cheval ...
The performance comparison between the original and the new datasets shows significant improvements for all machine learning algorithms we tested.
Dec 14, 2021 · From CIC-IDS2017 to LYCOS-IDS2017: A corrected dataset for better performance. Arnaud Rosay 1. ,. Florent Carlier 2. ,. Eloïse Cheval 3.
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From CIC-IDS2017 to LYCOS-IDS2017: A corrected dataset for better performance. A Rosay, F Carlier, E Cheval, P Leroux. IEEE/WIC/ACM International Conference on ...
Oct 14, 2024 · Notably, the last dataset is a novel contribution, where we apply corrections based on LycoS-IDS2017 to the well-known CSE-CIC-IDS2018 dataset.
used to create LYCOS-IDS2017, a corrected dataset. detailed in 5. The performance impacts of all the cor-. rection we brought are provided in Section 6. A ...