Shanmuganathan V
VIDWAN ID: 567187

Dr Shanmuganathan V

Male Doctor of Philosophy
Assistant Professor | Department of Networking and Communications - KTR
SRM Institute of Science and Technology
Tamil Nadu
Expertise: Computer Science Artificial Intelligence
8 Publications
0 Projects
92 Scopus Citations
57 CrossRef
3 Years 7 Months Total Experience
Publications
8 Total
Articles
4
Proceedings
4
Activity

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Scopus Scopus
92 Citations
3 h-index
CrossRef CrossRef
57 Citations
2 h-index
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Personal Details

Doctor of Philosophy
2024
N/A
Assistant Professor
Feb 2023 – Present
SRM Institute of Science and Technology | Department of Networking and Communications - KTR
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Publications

Artificial Intelligence-Based Exam Proctoring Device Using Transformers

Conference Paper
Year: 2025. Pages: 937-941 .
Authors: Shanmuganathan V; Pranjal Babel; Pratik Raj; Chavan Sushant Sopan

Behavioural Pattern Recognition for Anomaly Detection in IoT Using Random Forest and K-Means Hybrid Model

Conference Paper
Year: 2025.
Authors: Shanmuganathan V; J. Shanmugapriya; Sarangam Kodati; Thaya Madhavi; S. Mohanasundaram; Dinesh S

Smart City Air Quality Management with IoT and Bayesian Optimization for Pollution Monitoring

Conference Paper
Year: 2025. Pages: 1-6 .
Authors: Shanmuganathan, V.; Abbas, M.; Pradeep Kumar, K.; Srinivasan, P.; Vijay, A.; Padaiyatchi, S.S.

Hybrid Machine Learning and Rule-Based Framework for Comprehensive Vulnerability Assessment in Modern Networked Systems

Conference Paper
Year: 2026. Pages: 719-724 .
Authors: Shanmuganathan V; Sibhi K; Esther P

Parallel Residual Stacked Bidirectional Long Short-Term Memory Network Optimized with Chameleon Swarm Optimization Algorithm for Time-Series Sensor Data

Journal Article
IETE Journal of Research. Year: 2025. Volume: 71 , Issue: 4 , Pages: 1422-1431 .
Authors: V. Shanmuganathan; A. Suresh

Markov enhanced I-LSTM approach for effective anomaly detection for time series sensor data

Open Access
Journal Article
International Journal of Intelligent Networks. Year: 2024. Volume: 5 , Pages: 154-160 .
Authors: V. Shanmuganathan; A. Suresh

Effective Anomaly Detection in Hybrid Wireless IoT Environment through Machine Learning Model: A Survey

Journal Article
International Journal of Mobile Network Design and Innovation. Year: 2023. Volume: 10 , Issue: 4 , Pages: 175-181 .
Authors: V. Shanmuganathan; Suresh Annamalai

LSTM-Markov based efficient anomaly detection algorithm for IoT environment

Journal Article
Applied Soft Computing. Year: 2023. Volume: 136 , Pages: 110054 .
Authors: Shanmuganathan, V.; Suresh, A.