Anomaly-based intrusion detection on benchmark datasets for network security: a comprehensive evaluation.

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Title: Anomaly-based intrusion detection on benchmark datasets for network security: a comprehensive evaluation.
Authors: Kumar, L. K. Suresh1 (AUTHOR), Nethi, Srihith Reddy1 (AUTHOR), Uyyala, Ravi2 (AUTHOR), Vurubindi, Padmavathi2 (AUTHOR), Narahari, Sujatha Canavoy3 (AUTHOR), Das, Ashok Kumar4,5 (AUTHOR) iitkgp.akdas@gmail.com, K, Vivekananda Bhat6 (AUTHOR) kv.bhat@manipal.edu, Alenazi, Mohammed J. F.7 (AUTHOR)
Source: Scientific Reports. 3/9/2026, Vol. 16 Issue 1, p1-16. 16p.
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  Data: Anomaly-based intrusion detection on benchmark datasets for network security: a comprehensive evaluation.
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  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 3/9/2026, Vol. 16 Issue 1, p1-16. 16p.
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        Value: 10.1038/s41598-026-38317-w
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