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Journals
Cybernetics and Information Technologies
Volume 21 (2021): Issue 3 (September 2021)
Open Access
Anomaly Detection Using XGBoost Ensemble of Deep Neural Network Models
Sumaiya Thaseen Ikram
Sumaiya Thaseen Ikram
,
Aswani Kumar Cherukuri
Aswani Kumar Cherukuri
,
Babu Poorva
Babu Poorva
,
Pamidi Sai Ushasree
Pamidi Sai Ushasree
,
Yishuo Zhang
Yishuo Zhang
,
Xiao Liu
Xiao Liu
and
Gang Li
Gang Li
| Dec 07, 2021
Cybernetics and Information Technologies
Volume 21 (2021): Issue 3 (September 2021)
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Published Online:
Dec 07, 2021
Page range:
175 - 188
Received:
Jul 29, 2021
Accepted:
Sep 03, 2021
DOI:
https://doi.org/10.2478/cait-2021-0037
Keywords
Accuracy
,
Backpropagation network
,
Intrusion detection
,
Multilayer perceptron
,
Long short term memory
© 2021 Sumaiya Thaseen Ikram et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Sumaiya Thaseen Ikram
School of Information Technology and Engineering, Vellore Institute of Technology
Vellore, India
Aswani Kumar Cherukuri
School of Information Technology and Engineering, Vellore Institute of Technology
Vellore, India
Babu Poorva
School of Information Technology and Engineering, Vellore Institute of Technology
Vellore, India
Pamidi Sai Ushasree
School of Information Technology and Engineering, Vellore Institute of Technology
Vellore, India
Yishuo Zhang
School of Information Technology Deakin University
Australia
Xiao Liu
School of Information Technology Deakin University
Australia
Gang Li
School of Information Technology Deakin University
Australia