Scholars

overview

My research interests include signal processing, artificial intelligence, machine learning, biomedical engineering, cybersecurity, and smart grids.

education and training

selected publications

Din, S., Mourad, O., & Serpedin, E. (2024). LSCS-Net: A lightweight skin cancer segmentation network with densely connected multi-rate atrous convolution.. Computers in Biology and Medicine. 173, 108303-108303.
Shaik, P., Keeci, C., Garg, K. K., Ismail, M., & Serpedin, E. (2024). Analysis of Multi-User Based UAV System With Outdated CSI. IEEE Open Journal of the Communications Society. PP(99), 1-1.
Fahim, S. R., Atat, R., Kececi, C., Takiddin, A., Ismail, M., Davis, K. R., & Serpedin, E. (2024). Graph Autoencoder-Based Power Attacks Detection for Resilient Electrified Transportation Systems. IEEE Transactions on Transportation Electrification. PP(99), 1-1.
Takiddin, A., Atat, R., Ismail, M., Boyaci, O., Davis, K. R., & Serpedin, E. (2023). Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids. IEEE Transactions on Emerging Topics in Computational Intelligence. 7(3), 618-630.
Kececi, C., Shaqfeh, M., Al-Qahtani, F., Ismail, M., & Serpedin, E. (2023). Clustered Scheduling and Communication Pipelining for Efficient Resource Management of Wireless Federated Learning. IEEE Internet of Things. 10(15), 13303-13316.

Wu, Z., Ismail, M., Kong, J., Serpedin, E., & Wang, J. (2020). Efficient Integration of 5G and Beyond Heterogeneous Networks. Springer Nature.

SDG 7
Ismail, M., Shakir, M. Z., Qaraqe, K. A., & Serpedin, E. (2016). Green Heterogeneous Wireless Networks. Wiley.
Serpedin, E., & Chaudhari, Q. M. (2009). Synchronization in Wireless Sensor Networks. Cambridge University Press (CUP).

Sherif, A., Ismail, M., Pazos-Revilla, M., Mahmoud, M., Akkaya, K., Serpedin, E., & Qaraqe, K. (2019). Privacy Preserving Power Charging Coordination Scheme in the Smart Grid. TRANSPORTATION AND POWER GRID IN SMART CITIES: COMMUNICATION NETWORKS AND SERVICES. 555-576. Wiley.

SDG 7
Nabil, M., Ismail, M., Mahmoud, M., Shahin, M., Qaraqe, K., & Serpedin, E. (2019). Deep Learning-Based Detection of Electricity Theft Cyber-Attacks in Smart Grid AMI Networks. DEEP LEARNING APPLICATIONS FOR CYBER SECURITY. 73-102. Springer Nature.
Ismail, M., Bayram, I. S., Qaraqe, K., & Serpedin, E. (2019). 5G-Enhanced Smart Grid Services. ENABLING 5G COMMUNICATION SYSTEMS TO SUPPORT VERTICAL INDUSTRIES. 75-102.
Ismail, M., Kashef, M., Serpedin, E., & Qaraqe, K. A. (2018). Enabling Green Heterogeneous Cellular Networks via Balanced Dynamic Planning. Wireless Information and Power Transfer: A New Paradigm for Green Communications. 323-358. Springer Nature.

SDG 7
Rajan, D. (2017). Introduction to Spread Spectrum Systems. Mobile Communications Handbook. 253-264. Taylor & Francis.

Takiddin, A., Atat, R., Ismail, M., Davis, K., & Serpedin, E. (2023). A Graph Neural Network Multi-Task Learning-Based Approach for Detection and Localization of Cyberattacks in Smart Grids. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 00, 1-5.
Atat, R., Ismail, M., Davis, K. R., & Serpedin, E. (2023). Large-Scale Cascading Failure Mitigation in Power Systems via Typed-Graphlets Partitioning. 2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT). 00, 1-5.
Takiddin, A., Ismail, M., & Serpedin, E. (2022). Detection of Electricity Theft False Data Injection Attacks in Smart Grids. 2022 30th European Signal Processing Conference (EUSIPCO). 1541-1545.
Boyaci, O., Narimani, M. R., Davis, K., & Serpedin, E. (2022). Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks. 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE). 00, 217-221.
Atat, R., Ismail, M., & Serpedin, E. (2022). Most Critical Nodes-Based Attack Strategies Comparison in Interdependent Power-Communication Networks. 2022 3rd International Conference on Smart Grid and Renewable Energy (SGRE). 00, 1-6.