Projects per year
Personal profile
Research interests
I am currently working with applied research in IoT and cyber risk issues in Microgrids/control systems. I am keen to solve real-time problems that could positively impact the broader community.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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2021 Rainmaker Start-up: ARC Industry Transformation Training Centre - Advanced Manufacturing
Krishnan, K., Elumalai, N. K., Thennadil, S., Shanmugam, B., Azam, S. & Yeo, C.
7/10/21 → 31/01/23
Project: Research
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2021 SURF 3 - Renewable Energy Microgrid Hub for Applied Research and Training
21/09/21 → 30/05/24
Project: Research
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Cyber Territory Skills Hub
Schwellnus, T., Alazab, M., Azam, S., Shanmugam, B., Thomson, S. & Hamilton, M.
8/03/23 → 14/08/25
Project: Research
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Desktop and literature review - future directions of digital printing
Shanmugam, B., Krishnan, K. & Ramsey, R.
6/10/23 → 28/02/24
Project: Research
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Rainmaker Start-up: Creating a permanent and verifiable digital identity using block chain technology
Shanmugam, B., Azam, S. & Mathur, D.
4/10/19 → 30/11/20
Project: Research
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Enhancing smart grid load forecasting: An attention-based deep learning model integrated with federated learning and XAI for security and interpretability
Sarker, M. A. A., Shanmugam, B., Azam, S. & Thennadil, S., Sept 2024, In: Intelligent Systems with Applications. 23, p. 1-17 17 p., 200422.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Downloads (Pure) -
Generative AI for pentesting: The good, the bad, the ugly
Hilario, E., Azam, S., Sundaram, J., Imran Mohammed, K. & Shanmugam, B., Jun 2024, In: International Journal of Information Security. 23, 3, p. 2075-2097 23 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)160 Downloads (Pure) -
Leak detection and localization in underground water supply system using thermal imaging and geophone signals through machine learning
Islam, M. R., Azam, S., Shanmugam, B. & Mathur, D., Sept 2024, In: Intelligent Systems with Applications. 23, p. 1-21 21 p., 200404.Research output: Contribution to journal › Article › peer-review
Open AccessFile33 Downloads (Pure) -
Risk Evaluation and Attack Detection in Heterogeneous IoMT Devices Using Hybrid Fuzzy Logic Analytical Approach
Pritika, Shanmugam, B. & Azam, S., May 2024, In: Sensors. 24, 10, p. 1-20 20 p., 3223.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Downloads (Pure) -
Self-healing hybrid intrusion detection system: An ensemble machine learning approach
Kushal, S., Shanmugam, B., Sundaram, J. & Thennadil, S., Dec 2024, In: Discover Artificial Intelligence. 4, 1, p. 1-20 20 p., 28.Research output: Contribution to journal › Article › peer-review
Open AccessFile51 Downloads (Pure)