overview

My research interests include signal processing, computational statistics, information theory, bioinformatics, and genomics.

selected publications
Academic Articles223
  • Atat, R., Ismail, M., Refaat, S. S., Serpedin, E., & Overbye, T. (2022). Cascading Failure Vulnerability Analysis in Interdependent Power Communication Networks. IEEE Systems Journal. 16(3), 3500-3511.
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  • Takiddin, A., Ismail, M., Zafar, U., & Serpedin, E. (2022). Deep Autoencoder-Based Anomaly Detection of Electricity Theft Cyberattacks in Smart Grids. IEEE Systems Journal. 16(3), 4106-4117.
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  • Atat, R., Ismail, M., & Serpedin, E. (2022). Limiting the Failure Impact of Interdependent Power-Communication Networks via Optimal Partitioning. IEEE Transactions on Smart Grid. PP(99), 1-1.
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  • Takiddin, A., Ismail, M., & Serpedin, E. (2022). Robust Data-driven Detection of Electricity Theft Adversarial Evasion Attacks in Smart Grids. IEEE Transactions on Smart Grid. PP(99), 1-1.
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  • Boyaci, O., Umunnakwe, A., Sahu, A., Narimani, M. R., Ismail, M., Davis, K. R., & Serpedin, E. (2022). Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids. IEEE Systems Journal. 16(2), 2946-2957.
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Books3
  • Wu, Z., Ismail, M., Kong, J., Serpedin, E., & Wang, J. (2020). Efficient Integration of 5G and Beyond Heterogeneous Networks. Springer Singapore.
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  • Ismail, M., Shakir, M. Z., Qaraqe, K. A., & Serpedin, E. (2016). Green Heterogeneous Wireless Networks. John Wiley & Sons, Ltd.
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  • Serpedin, E., & Chaudhari, Q. M. (2009). Synchronization in Wireless Sensor Networks. Cambridge University Press.
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Chapters25
  • 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 International Publishing.
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  • 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.
  • Sherif, A., Ismail, M., Pazos-Revilla, M., Mahmoud, M., Akkaya, K., Serpedin, E., & Qaraqe, K. (2018). Privacy Preserving Power Charging Coordination Scheme in the Smart Grid. Transportation and Power Grid in Smart Cities. 555-576. John Wiley & Sons, Ltd.
  • 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 International Publishing.
  • Ahmad, A., Serpedin, E., & Qaraqe, K. A. (2017). Factor Graphs and Message Passing Algorithms. Mathematical Foundations for SIGNAL PROCESSING, COMMUNICATIONS, AND NETWORKING. 443-486. CRC Press.
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Conference Papers202
  • 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), 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE). 00, 217-221.
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  • 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), 2022 3rd International Conference on Smart Grid and Renewable Energy (SGRE). 00, 1-6.
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  • Boyaci, O., Narimani, M. R., Davis, K., & Serpedin, E. (2022). Spatio-Temporal Failure Propagation in Cyber-Physical Power Systems. 2022 3rd International Conference on Smart Grid and Renewable Energy (SGRE), 2022 3rd International Conference on Smart Grid and Renewable Energy (SGRE). 00, 1-6.
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  • Boyaci, O., Narimani, M. R., Davis, K., & Serpedin, E. (2022). Generating Connected, Simple, and Realistic Cyber Graphs for Smart Grids. 2022 IEEE Texas Power and Energy Conference (TPEC), 2022 IEEE Texas Power and Energy Conference (TPEC). 00, 1-6.
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  • Atat, R., Ismail, M., Refaat, S. S., & Serpedin, E. (2021). On the Impact of Control Center Allocation on Power-Communication Network Vulnerability. 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe). 00, 1-6.
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Repository Documents / Preprints26
  • Keeci, C., Shaqfeh, M., Mbayed, H., & Serpedin, E. (2022). Multi-Task and Transfer Learning for Federated Learning Applications.
  • Keeci, C., Shaqfeh, M., Al-Qahtani, F., Ismail, M., & Serpedin, E. (2022). Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning.
  • Boyaci, O., Narimani, M. R., Davis, K., & Serpedin, E. (2022). Infinite Impulse Response Graph Neural Networks for Cyberattack Localization in Smart Grids.
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  • Boyaci, O., Narimani, M. R., Davis, K., & Serpedin, E. (2022). Spatio-Temporal Failure Propagation in Cyber-Physical Power Systems.
  • Boyaci, O., Narimani, M. R., Davis, K., & Serpedin, E. (2022). Generating Connected, Simple, and Realistic Cyber Graphs for Smart Grids.
in the news
chaired theses and dissertations
Email
eserpedin@tamu.edu
First Name
Erchin
Last Name
Serpedin
mailing address
Texas A&M University; Qatar Campus; 4251 TAMUQ
College Station, TX 77843-3128
USA