An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective

Shridhar Allagi; Toralkar Pawan; Liset S. Rodriguez-Baca; Prasanna Bammigati; Carlos Francisco Cruzado Puente De La Vega; Narumol Chumuang; Chengappa Munjandira

doi:10.1109/ICOCT64433.2025.11118295

An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective

Shridhar Allagi
, Toralkar Pawan
, Liset S. Rodriguez-Baca
, Prasanna Bammigati
, Carlos Francisco Cruzado Puente De La Vega
, Narumol Chumuang
, Chengappa Munjandira

Universidad Cesar Vallejo

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2 Citas (Scopus)

Idioma original	Inglés
Título de la publicación alojada	2025 International Conference on Computing Technologies, ICOCT 2025
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9798331516376
DOI	https://doi.org/10.1109/ICOCT64433.2025.11118295
Estado	Publicada - 1 ene. 2025
Evento	2025 International Conference on Computing Technologies, ICOCT 2025 - Bengaluru, India Duración: 13 jun. 2025 → 14 jun. 2025

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Nombre	2025 International Conference on Computing Technologies, ICOCT 2025

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Conferencia	2025 International Conference on Computing Technologies, ICOCT 2025
País/Territorio	India
Ciudad	Bengaluru
Período	13/06/25 → 14/06/25

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Allagi, S., Pawan, T., Rodriguez-Baca, L. S., Bammigati, P., De La Vega, C. F. C. P., Chumuang, N., & Munjandira, C. (2025). An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective. En 2025 International Conference on Computing Technologies, ICOCT 2025 (2025 International Conference on Computing Technologies, ICOCT 2025). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOCT64433.2025.11118295

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title = "An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective",

keywords = "Intrusion, Linear Kernel, Polynomial Kernel, Radial Basis Kernel, SVM",

author = "Shridhar Allagi and Toralkar Pawan and Rodriguez-Baca, \{Liset S.\} and Prasanna Bammigati and \{De La Vega\}, \{Carlos Francisco Cruzado Puente\} and Narumol Chumuang and Chengappa Munjandira",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 International Conference on Computing Technologies, ICOCT 2025 ; Conference date: 13-06-2025 Through 14-06-2025",

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Allagi, S, Pawan, T, Rodriguez-Baca, LS, Bammigati, P, De La Vega, CFCP, Chumuang, N & Munjandira, C 2025, An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective. En 2025 International Conference on Computing Technologies, ICOCT 2025. 2025 International Conference on Computing Technologies, ICOCT 2025, Institute of Electrical and Electronics Engineers Inc., 2025 International Conference on Computing Technologies, ICOCT 2025, Bengaluru, India, 13/06/25. https://doi.org/10.1109/ICOCT64433.2025.11118295

An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective. / Allagi, Shridhar; Pawan, Toralkar; Rodriguez-Baca, Liset S. et al.
2025 International Conference on Computing Technologies, ICOCT 2025. Institute of Electrical and Electronics Engineers Inc., 2025. (2025 International Conference on Computing Technologies, ICOCT 2025).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - An Adaptive Cyber Threat Detection via Scaled SVM Kernels

T2 - 2025 International Conference on Computing Technologies, ICOCT 2025

AU - Allagi, Shridhar

AU - Pawan, Toralkar

AU - Rodriguez-Baca, Liset S.

AU - Bammigati, Prasanna

AU - De La Vega, Carlos Francisco Cruzado Puente

AU - Chumuang, Narumol

AU - Munjandira, Chengappa

PY - 2025/1/1

Y1 - 2025/1/1

KW - Intrusion

KW - Linear Kernel

KW - Polynomial Kernel

KW - Radial Basis Kernel

KW - SVM

UR - https://www.scopus.com/pages/publications/105016306478

U2 - 10.1109/ICOCT64433.2025.11118295

DO - 10.1109/ICOCT64433.2025.11118295

M3 - Conference contribution

AN - SCOPUS:105016306478

T3 - 2025 International Conference on Computing Technologies, ICOCT 2025

BT - 2025 International Conference on Computing Technologies, ICOCT 2025

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 13 June 2025 through 14 June 2025

ER -

Allagi S, Pawan T, Rodriguez-Baca LS, Bammigati P, De La Vega CFCP, Chumuang N et al. An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective. En 2025 International Conference on Computing Technologies, ICOCT 2025. Institute of Electrical and Electronics Engineers Inc. 2025. (2025 International Conference on Computing Technologies, ICOCT 2025). doi: 10.1109/ICOCT64433.2025.11118295

An Adaptive Cyber Threat Detection via Scaled SVM Kernels: A Data-Driven Perspective

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