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

César Vallejo University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Original language	English
Title of host publication	2025 International Conference on Computing Technologies, ICOCT 2025
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331516376
DOIs	https://doi.org/10.1109/ICOCT64433.2025.11118295
State	Published - 1 Jan 2025
Event	2025 International Conference on Computing Technologies, ICOCT 2025 - Bengaluru, India Duration: 13 Jun 2025 → 14 Jun 2025

Publication series

Name	2025 International Conference on Computing Technologies, ICOCT 2025

Conference

Conference	2025 International Conference on Computing Technologies, ICOCT 2025
Country/Territory	India
City	Bengaluru
Period	13/06/25 → 14/06/25

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 16 Peace, Justice and Strong Institutions

Access to Document

10.1109/ICOCT64433.2025.11118295

Cite this

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. In 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

@inproceedings{11abb980dc584eb4b0b5931aec924a14,

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",

year = "2025",

month = jan,

day = "1",

doi = "10.1109/ICOCT64433.2025.11118295",

language = "English",

series = "2025 International Conference on Computing Technologies, ICOCT 2025",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2025 International Conference on Computing Technologies, ICOCT 2025",

}

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. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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. In 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

Publication series

Conference

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this