Senthilkumar S.p. profile image
Senthilkumar S.p. Asst. Prof. Dr. ANNAMALAI UNIVERSITY
Publication 3 Review 1 CrossRef Cited 3
3 Publication
1 Review
3 CrossRef Cited
0000-0003-4696-326X

Research Fields

Artificial Intelligence (Other)

Institution

ANNAMALAI UNIVERSITY

Publications

Comparative Study of BiGRU with Multi-Head Attention and CNN for Network Intrusion Detection Using a Cleaned and Balanced CSE-CIC-IDS 2018 Dataset
Authors: Suresh Kumar Balasubramanian , Senthilkumar Perumal
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1695208
FAVORITE 0 TOTAL DOWNLOAD COUNT 654

0

654

Comparative Performance Analysis of Machine Learning Algorithms: Random Cut Forest, Robust Random Cut Forest, and Amazon Sage Maker Random Cut Forest for Intrusion Detection Systems Using the CIS IDS 2017 Dataset
Authors: Senthilkumar Perumal , Kumaresan Devarajan
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1614930
FAVORITE 0 TOTAL DOWNLOAD COUNT 794

0

794

Advancing Multi-Class Intrusion Detection: A Comparative Evaluation of LSTM and Bi-LSTM on Class-Imbalanced CIC-IDS-2017
Authors: Senthilkumar S.p. , Suresh Kumar Balasubramanian
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1658662
FAVORITE 0 TOTAL DOWNLOAD COUNT 355

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355

Articles published in
Turkish Journal of Engineering
Turkish Journal of Engineering

Reviews

International Journal of Secondary Metabolite
International Journal of Secondary Metabolite

Publications

Comparative Study of BiGRU with Multi-Head Attention and CNN for Network Intrusion Detection Using a Cleaned and Balanced CSE-CIC-IDS 2018 Dataset
Authors: Suresh Kumar Balasubramanian , Senthilkumar Perumal
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1695208
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 654

1

0

654

Comparative Performance Analysis of Machine Learning Algorithms: Random Cut Forest, Robust Random Cut Forest, and Amazon Sage Maker Random Cut Forest for Intrusion Detection Systems Using the CIS IDS 2017 Dataset
Authors: Senthilkumar Perumal , Kumaresan Devarajan
Published: 2025 , Turkish Journal of Engineering
DOI: 10.31127/tuje.1614930
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 794

2

0

794

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