Personal profile
Research Interests
- Network Security
Education
- 2011 Ph.D., Network Security, Manipal Academy of Higher Education, Manipal
- 2002 Master of Technology, Computer Science and Engineering, Manipal Institute of Technology, Manipal
- 1991 Bachelor of Engineering, PES College of Engineering, Mandya, Mysore University
Experience
January 2017-December 2020: Professor and Head, Dept. of Information and Communication Technology, Manipal Institute of Technology, Manipal
September 2014-till date : Professor in the Dept. of Information and Communication Technology, Manipal Institute of Technology, Manipal
January 2014-January 2015 : Associate Professor, Dept. of Comp. Engg., School of Science and Engg., Manipal International University, Malaysia
May 2011-December 2013 : Associate Professor in the Dept. of Information and Communication Technology, Manipal Institute of Technology, Manipal
Aug 2009-May 2011 : Selection Grade Lecturer in the Dept. of Information and Communication Technology, Manipal Institute of Technology, Manipal
Aug 2004-Aug 2009 : Senior Grade Lecturer in the Dept. of Information and Communication Technology, Manipal Institute of Technology, Manipal
Mar 2002 - Jul 2004 : Lecturer in the Dept. of Information and Communication Technology, Manipal Institute of Technology, Manipal
Apr 1998-Feb 2002 : Lecturer in the Dept. of Computer Science and Engineering, Manipal Institute of Technology, Manipal
Oct 2001-Feb 2002: MTech project work in T-Systems Nova Gmbh, Bremen, Germany
BOS member of NMAMIT, Nitte
PhD supervisor of Manipal Academy of Higher Education
External positions
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Collaborations and top research areas from the last five years
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Enhancing SQL injection detection: a comparative study of SVM, Random Forest and hybrid models
Kalathur, A. R., Vaishnavi & Muniyal, B., 2026, Coresource 4. CRC Press, p. 68-72 5 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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A Primer on Wireless Technology and IoT Basics
Balachandra, M. & Muniyal, B., 08-10-2025, Bentham Science Publishers. 151 p.Research output: Book/Report › Book
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Comparative study of Federated learning models in a cross-silo scenario with Flower framework
Pais, V., Rao, S. & Muniyal, B., 2025, 2025 International Conference on Artificial Intelligence and Data Engineering, AIDE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (2025 International Conference on Artificial Intelligence and Data Engineering, AIDE 2025 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Counterfactual Based Approaches for Feature Attributions of Stress Factors Affecting Rice Yield
Shetty, N. P., Muniyal, B., Sriyans, K., Garg, K., Pratap, S., Priyanshu, A. & Kumar, D., 01-2025, In: Engineering Reports. 7, 1, e13085.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Enhancing Phishing Detection: A Machine Learning Approach With Feature Selection and Deep Learning Models
Nayak, G. S., Muniyal, B. & Belavagi, M. C., 2025, In: IEEE Access. 13, p. 33308-33320 13 p.Research output: Contribution to journal › Article › peer-review
Open Access23 Link opens in a new tab Citations (Scopus)