Suresh Kumar Balasubramanian profile image
Suresh Kumar Balasubramanian Dr. Government Arts and Science College
Publication 2 Review 0 CrossRef Cited 1
2 Publication
0 Review
1 CrossRef Cited
58065173600

Research Fields

Computing Applications in Life Sciences

Institution

Government Arts and Science College

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 655

0

655

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 357

0

357

Articles published in
Turkish Journal of Engineering
Turkish Journal of Engineering
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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 655

1

0

655

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