Faculty Profile

About

Manjula M is currently working as an Assistant Professor in the Department of CSE(IoT & Cybersecurity including Blockchain Technology), B.M.S. College of Engineering, Bengaluru. She is pursuing PhD degree in the field of Cybersecurity at UVCE, Bangalore University, Bengaluru.

Her educational journey includes a Master of Technology in Computer Science and Engineering from B.M.S. College of Engineering, Bengaluru, and a Bachelor of Engineering in Information Science and Engineering from JNNCE, Shivamogga.

Manjula M has about 20 years of teaching experience. Her notable achievements include qualifying for the UGC-NET in June 2019 with an impressive percentile, completing the Cisco Online Certification course Introduction to Cybersecurity, and earning the EC-Council Ethical Hacking Essentials (E|HE) certification.

She has published many research papers in referred journals and her research interests include Networking, Network Security, Cybersecurity, Machine Learning and Deep Learning.

Education

• MTech - Computer Science & Engineering
  B.M.S. College of Engineering / VTU
  Passed Year: 2011 | Program Type: FullTime
• BE - Information Science & Engineering
  Jawaharlal Nehru National College of Engineering/ VTU
  Passed Year: 2004 | Program Type: FullTime

Selected Publications

• Conference | Published On : 16-07-2026
  Manjula M; Venkatesh; Mounesh
  "A Multimodal Deep Learning Framework for Web Defacement Detection Using Semantic, Structural, and Visual Features"; Published in 2026 Fourth International Conference on Secure Cyber Computing and Communication (ICSCCC); Date of Conference: 29-31 May 2026; Electronic ISBN:979-8-3315-7954-8; DOI: 10.1109/ICSCCC69031.2026.11600187; Publisher: IEEE
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• Conference | Published On : 02-06-2026
  Manjula M; Venkatesh;
  "A Lightweight Explaniable Deep Neural Network for Multi-class intrusion detection"; Published in: 2026 International Conference on Recent Advancement in Electrical, Computer and Communication Technologies (IECCT); Date of Conference: 10-11 April 2026; Electronic ISBN:979-8-3315-7140-5; Print on Demand(PoD) ISBN:979-8-3315-7141-2; DOI: 10.1109/IECCT68664.2026.11541605; Publisher: IEEE
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• Journal | Published On : 14-04-2026
  Manjula M; Venkatesh
  "FAble-NID: Feature-based Multi-channel Autoencoder Ensemble for Network Intrusion Detection"; Published in International Journal of Computing and Digital Systems;
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• Conference | Published On : 30-03-2026
  Manjula M, N. Mithun Kailash, Vishnu Raghavendra, Vishwajith Upadhyaya K, Poorna Chandra M. J
  "A scalable, multi-protocol honeypot-as-a-service architecture for IoT threat intelligence"; Published in International Conference on Computing, Communication, Control and Cyber-Physical Systems(I5CPS-2026); Date of Conference: 26-27 February 2026; DOI: 10.1109/I5CPS67958.2026.11452573; Electronic ISBN:979-8-3315-6154-3; Print on Demand(PoD) ISBN:979-8-3315-6155-0; Publisher: IEEE
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• Conference | Published On : 04-03-2026
  Manjula M, Akash S Halalli, Tejas N Yaligar, Karthik R Bhagath, Syed Mohammed Amaan
  "In-Memory Malware Evasion and Analysis-A Comprehensive Survey"; Published in Proceedings of the 2025 International Conference on Artificial Intelligence and Emerging Technology Global AI Summit 2025; Date of Conference: 19-21 November 2025; Date Added to IEEE Xplore: 04 March 2026; DOI: 10.1109/AISummit66170.2025.11411607; Publisher: IEEE
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• Journal | Published On : 26-02-2026
  Manjula M; Venkatesh
  "Classification of DoS/distributed DoS threats in software defined networks using advanced deep belief network-long short term memory architecture"; Published in Indonesian Journal of Electrical Engineering and Computer Science.
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• Conference | Published On : 04-10-2024
  Manjula M; Venkatesh; R H Kenchamma; Satish B Basapur
  "PD-UHD features: Phishing Detection Approach using uncooked URL, HTML content and Domain Name Features" Published in: 2024 Second International Conference on Networks, Multimedia and Information Technology (NMITCON) Date of Conference: 09-10 August 2024 ; Date Added to IEEE Xplore: 04 October 2024 ; ISBN Information: Electronic ISBN:979-8-3503-7289-2; Print on Demand(PoD) ISBN:979-8-3503-7290-8 ; DOI: 10.1109/NMITCON62075.2024.10699168 ; Publisher: IEEE
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• Journal | Published On : 06-01-2023
  Manjula M, Venkatesh, Venugopal K R
  Cyber Security Threats and Countermeasures using Machine and Deep Learning Approaches: A Survey published in Journal of Computer Science
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• Journal | Published On : 10-04-2020
  Manjula M, Manoj Kumar PS
  Reporting and Management System for Online Crime published in International Research Journal of Engineering and Technology (IRJET)
• Journal | Published On : 10-05-2019
  Manjula M, Nithya S
  A Robust Computational Framework of Deep Learning for Wireless Signal Predictive Classifier published in International Journal of Innovative Research in Science Engineering and Technology
• Journal | Published On : 05-04-2019
  Manjula M, Shabdi, Rishikesh Pandey, Ravi Kumar
  Hydroponic Farming-The Modern Day Agriculture published in International Journal for Science and Advance Research in Technology
• Conference | Published On : 17-10-2011
  Manjula M, G Varaprasad
  Implementation Of Decoders for LTE Interface Messages Published in: 2011 Second International Conference on Networking and Distributed Computing Publisher: IEEE
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Other Information

Qualified the UGC National Eligibility Test (UGC-NET) in 2019 on the first attempt.