Md Nazmul Kabir Sikder

Md Nazmul Kabir Sikder

Research Assistant Professor working on Generative AI security, cybersecurity, critical infrastructure protection, and trustworthy embedded AI.

Publications

You can also find my articles on my Google Scholar profile.

Refereed Journal Articles

P2O: AI-Driven Framework for Managing and Securing Wastewater Treatment Plants

Published in Journal of Environmental Engineering, 149(9), 04023045, 2023

Authors: Kulkarni, A., Yardimci, M., Kabir Sikder, M. N., & Batarseh, F. A.

Recommended citation: Kulkarni, A., Yardimci, M., Kabir Sikder, M. N., & Batarseh, F. A. (2023). "P2O: AI-Driven Framework for Managing and Securing Wastewater Treatment Plants." Journal of Environmental Engineering, 149(9), 04023045.
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Refereed Conference Proceedings

Model-Agnostic Scoring Methods for Artificial Intelligence Assurance

Published in 2022 IEEE 29th Annual Software Technology Conference (STC), 9–18, 2022

Authors: Sikder, M. N. K., Batarseh, F. A., Wang, P., & Gorentala, N.

Recommended citation: Sikder, M. N. K., Batarseh, F. A., Wang, P., & Gorentala, N. (2022). "Model-Agnostic Scoring Methods for Artificial Intelligence Assurance." 2022 IEEE 29th Annual Software Technology Conference (STC), 9–18.
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DeepAg: Deep Learning Approach for Measuring the Effects of Outlier Events on Agricultural Production and Policy

Published in IEEE Symposium Series on Computational Intelligence (SSCI), 1–8, Orlando, FL, 2021

Authors: Gurrapu, S., Batarseh, F. A., Wang, P., Sikder, M. N. K., Gorentala, N., & Gopinath, M.

Recommended citation: Gurrapu, S., Batarseh, F. A., Wang, P., Sikder, M. N. K., Gorentala, N., & Gopinath, M. (2021). "DeepAg: Deep Learning Approach for Measuring the Effects of Outlier Events on Agricultural Production and Policy." IEEE Symposium Series on Computational Intelligence (SSCI), 1–8, Orlando, FL.
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Quantification of Peak Demand Reduction Potential in Commercial Buildings due to HVAC Set Point and Brightness Adjustment

Published in 2021 IEEE Power & Energy Society General Meeting (PESGM), 1–6, 2021

Authors: Usman, M. U., Haque, A., Sikder, M. N. K., Cai, M., Bradley, S. R., Pandey, S., Kliros, C., & Zhang, L.

Recommended citation: Usman, M. U., Haque, A., Sikder, M. N. K., Cai, M., Bradley, S. R., Pandey, S., Kliros, C., & Zhang, L. (2021). "Quantification of Peak Demand Reduction Potential in Commercial Buildings due to HVAC Set Point and Brightness Adjustment." 2021 IEEE Power & Energy Society General Meeting (PESGM), 1–6.
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Implementation of microcontroller based Maximum Power Point Tracker (MPPT) using SEPIC converter

Published in 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 374–377, 2015

Authors: Chakma, S., Sikder, N. K., Khan, S. I., & Akhter, S.

Recommended citation: Chakma, S., Sikder, N. K., Khan, S. I., & Akhter, S. (2015). "Implementation of microcontroller based Maximum Power Point Tracker (MPPT) using SEPIC converter." 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 374–377.
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Book Chapters

The application of artificial intelligence assurance in precision farming and agricultural economics

Published in In AI Assurance: Towards Valid, Explainable, Fair, and Ethical AI, 501–529. Academic Press, 2023

Authors: Williams, M. J., Sikder, M. N. K., Wang, P., Gorentala, N., Gurrapu, S., & Batarseh, F. A.

Recommended citation: Williams, M. J., Sikder, M. N. K., Wang, P., Gorentala, N., Gurrapu, S., & Batarseh, F. A. (2023). "The application of artificial intelligence assurance in precision farming and agricultural economics." In AI Assurance: Towards Valid, Explainable, Fair, and Ethical AI, 501–529. Academic Press.
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Outlier detection using AI: a survey

Published in In AI Assurance: Towards Valid, Explainable, Fair, and Ethical AI, 231–291. Academic Press, 2023

Authors: Sikder, M. N. K., & Batarseh, F. A.

Recommended citation: Sikder, M. N. K., & Batarseh, F. A. (2023). "Outlier detection using AI: a survey." In AI Assurance: Towards Valid, Explainable, Fair, and Ethical AI, 231–291. Academic Press.
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Preprints and Technical Reports

Time-Series Generative Adversarial Networks for Cyber-Physical Systems

Published in Technical report and open-source release, 2022

Authors: Nguyen, M. B. T., Sikder, M. N. K., & Wang, C.

Recommended citation: Nguyen, M. B. T., Sikder, M. N. K., & Wang, C. (2022). "Time-Series Generative Adversarial Networks for Cyber-Physical Systems." Technical report and open-source release.

Posters and Presentations

Realtime Management of Wastewater Treatment Plants Using AI

Published in Virginia Tech & DC Water, 2022

Authors: Batarseh, F. A., Yardimci, M. O., Suzuki, R., Sikder, M. N. K., Wang, Z., & Mao, W.

Recommended citation: Batarseh, F. A., Yardimci, M. O., Suzuki, R., Sikder, M. N. K., Wang, Z., & Mao, W. (2022). "Realtime Management of Wastewater Treatment Plants Using AI." Virginia Tech & DC Water.
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Applications of Machine Learning for Precision Agriculture and Smart Farming

Published in The International FLAIRS Conference Proceedings, 34, 2021

Authors: Gurrapu, S., Sikder, N., Wang, P., Gorentala, N., Williams, M., & Batarseh, F. A.

Recommended citation: Gurrapu, S., Sikder, N., Wang, P., Gorentala, N., Williams, M., & Batarseh, F. A. (2021). "Applications of Machine Learning for Precision Agriculture and Smart Farming." The International FLAIRS Conference Proceedings, 34.
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Doctoral Dissertation

Books