Publications

Journals

  1. Q. B. Phan, A. Takiddin, G. Ravikumar, O. M. Anubi, and T. T. Nguyen, "GridFusionX: Network-Aware Probabilistic Forecasting for Multi-Regional Power Systems", IEEE Transactions on Network Science and Engineering, Early Access, pp. 1 - 18, Mar. 2026, doi: 10.1109/TNSE.2026.3678493.
  2. S. Poudel, J. Eileen Baugh, M. Abouyoussef, A. Takiddin, M. Ismail, and S. S. Refaat, "Bidirectional GNN-based intrusion detection of malware injection attacks in EV charging stations", IEEE Transactions on Intelligent Transportation Systems, pp. 1-14, Jan. 2026, DOI: 10.1109/TITS.2026.3651434.
  3. M. Onur Cakiroglu, I. Bilge Altun, S. Rahman Fahim, H. Kurban, M. M. Dalkilic, R. Atat, A. Takiddin, and E. Serpedin, "An extended frequency-improved legendre memory model for enhanced long-term electricity load forecasting", IEEE Open Access Journal of Power and Energy, vol. 12, pp. 691-701, Sept. 2025, DOI: 10.1109/OAJPE.2025.3615513.
  4. J. Sweeten, A. Elshazly, A. Takiddin, M. Ismail, S. S. Refaat, and R. Atat, "Cyber-physical fusion for GNN-based attack detection in smart power grids", IEEE Open Access Journal of Power and Energy, vol. 12, pp. 515-528, July 2025, DOI: 10.1109/OAJPE.2025.3594625.
  5. M. Elnour, R. Atat, A. Takiddin, M. Ismail, and E. Serpedin, "Eigenvector centrality-enhanced graph network for attack detection in power distribution systems", Electric Power Systems Research, vol. 241, p. 111339, April 2025, DOI: 10.1016/j.epsr.2024.111339.
  6. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, and E. Serpedin, "Dynamic spatio-temporal planning strategy of EV charging stations and DGs using GCNN-based predicted power demand", IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 4, pp. 4528-4542, April 2025, DOI: 10.1109/TITS.2025.3541190.
  7. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, and E. Serpedin, "An unsupervised approach to enhance cyber resiliency of power systems against false data injection attacks on voltage stability," International Journal of Electrical and Electronic Engineering Telecommunications, vol. 14, no. 2, pp. 88-93, March 2025, DOI: 10.18178/ijeetc.14.2.88-93.
  8. R. Atat, A. Takiddin, M. Ismail, and E. Serpedin, "Graphon neural networks-based detection of false data injection attacks in dynamic spatio-temporal power systems", IEEE Open Access Journal of Power and Energy, vol. 12, pp. 24-35, Jan. 2025, DOI: 10.1109/OAJPE.2025.3530352.
  9. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, and E. Serpedin, "Graph neural network-based approach for detecting false data injection attacks on voltage stability," IEEE Open Access Journal of Power and Energy, vol. 12, pp. 12-23, Jan. 2025, DOI: 10.1109/OAJPE.2024.3524268.
  10. W. Liao, R. Zhu, A. Takiddin, M. Tariq, G. Ruan, X. Cui, and Z. Yang, "Transfer learning-driven electricity theft detection in small sample cases", IEEE Transactions on Instrumentation and Measurement, Oct. 2024, DOI: 10.110.9/TIM.2024.3470061.
  11. A. Takiddin, M. Ismail, R. Atat, and E. Serpedin, "Spatio-temporal graph-based generation and detection of adversarial false data injection evasion attacks in smart grids", IEEE Transactions on Artificial Intelligence, Sept. 2024, DOI: 10.1109/TAI.2024.3464511.
  12. W. Liao, A. Takiddin, M. Tariq, S. Chen, L. Ge, and Z. Yang, "Sample adaptive transfer for electricity theft detection with distribution shifts", IEEE Transactions on Power Systems, Mar. 2024, DOI: 10.1109/TPWRS.2024.3375939.
  13. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, and E. Serpedin, "Graph autoencoder-based power attacks detection for resilient electrified transportation systems", IEEE Transactions on Transportation Electrification, Jan. 2024, DOI: 10.1109/TTE.2024.3355094.
  14. A. Takiddin, M. Ismail, R. Atat, K. R. Davis, and E. Serpedin, "Robust graph autoencoder-based detection of false data injection attacks against data poisoning in smart grids", IEEE Transactions on Artificial Intelligence, vol. 5, no. 3, pp. 1287-1301, Mar. 2024, DOI: 10.1109/TAI.2023.3286831.
  15. A. Takiddin, R. Atat, M. Ismail, O. Boyaci, K. R. Davis, and E. Serpedin, "Generalized graph neural network-based detection of false data injection attacks in smart grids", IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 7, no. 3, pp. 618-630, Jun. 2023, DOI: 10.1109/TETCI.2022.3232821.
  16. A. Takiddin, M. Ismail, and E. Serpedin, "Robust data-driven detection of electricity theft adversarial evasion attacks in smart grids", IEEE Transactions on Smart Grid, vol. 14, no. 1, pp. 663-676, Jan. 2023, DOI: 10.1109/TSG.2022.3193989.
  17. A. Takiddin, S. Rath, M. Ismail, and S. Sahoo, "Data-driven detection of stealth cyber-attacks in dc microgrids", IEEE Systems Journal, vol. 16, no. 4, pp. 6097-6106, Dec. 2022, DOI: 10.1109/JSYST.2022.3183140.
  18. A. Takiddin, M. Ismail, U. Zafar, and E. Serpedin, "Deep autoencoder-based anomaly detection of electricity theft cyberattacks in smart grids", IEEE Systems Journal, vol. 16, no. 3, pp. 4106-4117, Sept. 2022, DOI: 10.1109/JSYST.2021.3136683.
  19. A. Takiddin, M. Shaqfeh, O. Boyaci, E. Serpedin, and M. A. Stotland, "Toward a universal measure of facial difference using two novel machine learning models", Plastic and Reconstructive Surgery Global Open, vol. 10, no. 1, Jan. 2022, DOI: 10.1097/GOX.0000000000004034.
  20. A. Takiddin, J. Schneider, Y. Yang, A. Abd-Alrazaq, and M. Househ, "Artificial intelligence for skin cancer detection: Scoping review", Journal of Medical Internet Research, vol. 23, no. 11, p. e22934, Nov. 2021, DOI: 10.2196/22934.
  21. A. Takiddin, M. Ismail, M. Nabil, M. M. E. A. Mahmoud, and E. Serpedin, "Detecting electricity theft cyber-attacks in AMI networks using deep vector embeddings", IEEE Systems Journal, vol. 15, no. 3, pp. 4189-4198, Sept. 2021, DOI: 10.1109/JSYST.2020.3030238.
  22. A. Takiddin, M. Ismail, U. Zafar, and E. Serpedin, "Robust electricity theft detection against data poisoning attacks in smart grids", IEEE Transactions on Smart Grid, vol. 12, no. 3, pp. 2675-2684, May 2021, DOI: 10.1109/TSG.2020.3047864.
  23. J. Almulla, A. Takiddin, and M. Househ, "The use of technology in tracking soccer players' health performance: A scoping review", BMC Medical Informatics and Decision Making, vol. 20, no. 184, pp. 1-10, Aug. 2020, DOI: 10.1186/s12911-020-01156-4.

Conferences

  1. S. Aboelmagd, L. Mishra, M. Ismail, and A. Takiddin, "Impact of Query and Non-Query Black-Box Evasion Attacks on UAV Intrusion Detection Systems", in 2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, Jan. 2026, pp. 1 - 6, DOI: 10.1109/CCNC65079.2026.11366612.
  2. M. R. Ahasan, S. R. Fahim, R. Atat, and A. Takiddin, "A Graph-Based Optimization Approach for Resilient EV Rerouting in Disrupted Charging Networks", in 2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, Jan. 2026, pp. 1 - 6, DOI: 10.1109/CCNC65079.2026.11366605.
  3. S. Aboelmagd, A. Traina, R. Atat, and A. Takiddin, "Transferrable Graphon-Based Detection of Adversarial Samples in Power Grid Networks", in 2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, Jan. 2026, pp. 1 - 6, doi: 10.1109/CCNC65079.2026.11366379.
  4. J. Foster, A. Takiddin, M. Ismail, and S. S. Refaat, "Transfer Learning-Based Classification of Cyber Attacks Against Power Grids", in 2026 IEEE 23rd Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, Jan. 2026, pp. 1 - 6, doi: 10.1109/CCNC65079.2026.11366375.
  5. M. M. Muhaimin, M. Islam, A. Takiddin, and M. O. Faruque, "Machine learning-based detectors of high impedance faults in power systems," in North American Power Symposium (NAPS), Hartford, CT, USA, 26 - 28 Oct. 2025, pp. 1 - 6.
  6. M. R. Ahasan, F. Joad, R. Atat, C. Thompson, E. Serpedin, and A. Takiddin, "Graph Transfer Learning-Based Attack Detection in Cyber-Physical Water Distribution Systems", in 33rd European Signal Processing Conference (EUSIPCO), Palermo, Italy, 08 - 12 Sept. 2025, pp. 1912 - 1916.
  7. H. Keller, S. Aboelmagd, S. S. Refaat, A. Takiddin, M. Ismail, and E. Serpedin, "Multi-Task Graph-Based Attack Detection and Localization in Cyber-Physical Power Systems", in 33rd European Signal Processing Conference (EUSIPCO), Palermo, Italy, 08 - 12 Sept. 2025, pp. 1752 - 1756.
  8. M. O. Cakiroglu, I. B. Altun, S. R. Fahim, H. Kurban, M. M. Dalkilic, R. Atat, A. Takiddin, E. Serpedin, and K. Qaraqe, "De bruijn graph-enhanced time series models for electricity load forecasting", in International Symposium on Signals, Circuits and Systems (ISSCS), Iasi, Romania, 17 - 18 July 2025, pp. 1-4, doi: 10.1109/ISSCS66034.2025.11105646.
  9. J. Richeson, S. Aboelmagd, U. Mughal, A. Takiddin, and M. Ismail, "Ensemble learning-based intrusion detection system for aerial base stations against adversarial evasion attacks", in IEEE International Conference on Communications (ICC), Montreal, QC, Canada, 08 - 12 June 2025, pp. 2677-2682, doi: 10.1109/ICC52391.2025.11160712.
  10. M. R. Ahasan, S. R. Fahim, and A. Takiddin, "Securing EVCS infrastructure against cyberattacks with a deep learning-based detection model", in 10th International Conference on Fog and Mobile Edge Computing (FMEC), Tampa, FL, USA, 19 - 2 May 2025, pp. 33-38, doi: 10.1109/FMEC65595.2025.11119378.
  11. F. Joad, R. Atat, H. Mbayed, and A. Takiddin, "Recurrent graph neural network-based identification of replay attacks in power networks", in 4th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Male, Maldives, 04 - 06 Nov. 2024, pp. 1 - 6, DOI:10.1109/ICECCME62383.2024.10796488.
  12. A. Takiddin, R. Atat, H. Mbayed, M. Ismail, and E. Serpedin, "Resilience of data-driven cyberattack detection systems in smart power grids", in 32nd European Signal Processing Conference (EUSIPCO), Lyon, France, Aug. 2024, DOI: EUSIPCO.2024.
  13. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, and E. Serpedin, "Generalized FDIA detection in power dependent electrified transportation systems", in 32nd European Signal Processing Conference (EUSIPCO), Lyon, France, 26 - 30 Aug. 2024, pp. 1851 - 1855, doi: 10.23919/EUSIPCO63174.2024.10715443.
  14. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, and E. Serpedin, "Forecasting EV charging demand: A graph convolutional neural network-based approach", in 4th International Conference on Smart Grid and Renewable Energy (SGRE), Doha, Qatar, Jan. 2024, doi: 10.1109/SGRE59715.2024.10428726.
  15. J. Sweeten, A. Takiddin, M. Ismail, S. S. Refaat, and R. Atat, "Cyber-physical GNN-based intrusion detection in smart power grids", in IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Glasgow, United Kingdom, Nov. 2023, doi: 10.1109/SmartGridComm57358.2023.10333949.
  16. S. Poudel, J. E. Baugh, A. Takiddin, M. Ismail, and S. S. Refaat, "Injection attacks and detection strategy in front-end vehicle-to-grid communication", in IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Glasgow, United Kingdom, Nov. 2023, doi: 10.1109/SmartGridComm57358.2023.10333927.
  17. A. Takiddin, R. Atat, M. Ismail, K. Davis, and E. Serpedin, "Graph autoencoder-based detection of unseen false data injection attacks in smart grids", in Intelligent Systems Conference (IntelliSys), Amsterdam, Netherlands, Sept. 2023, doi: 10.1109/978-3-031-47721-8_16.
  18. A. Takiddin, R. Atat, M. Ismail, K. Davis, and E. Serpedin, "A graph neural network multi-task learning-based approach for detection and localization of cyberattacks in smart grids", in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes Island, Greece, Jun. 2023, doi: 10.1109/ICASSP49357.2023.10096822.
  19. A. Takiddin, M. Ismail, and E. Serpedin, "Detection of electricity theft false data injection attacks in smart grids", in 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, Sept. 2022, doi: 10.1109/EUSIPCO55093.2022.9909779.
  20. A. Takiddin, M. Shaqfeh, O. Boyaci, E. Serpedin, and M. Stotland, "Gauging facial abnormality using Haar-cascade object detector", in 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, United Kingdom, Jul. 2022, doi: 10.1109/EMBC48229.2022.9871337.
  21. A. Takiddin, M. Ismail, U. Zafar, and E. Serpedin, "Deep autoencoder-based detection of electricity stealth cyberattacks in AMI networks", in International Symposium on Signals, Circuits and Systems (ISSCS), Iasi, Romania, Jul. 2021, doi: 10.1109/ISSCS52333.2021.9497376.
  22. A. Takiddin, M. Ismail, and E. Serpedin, "Robust detection of electricity theft against evasion attacks in smart grids", in IEEE International Conference on Communications (ICC), Montreal, Canada, Jun. 2021, doi: 10.1109/ICC42927.2021.9500822.
  23. A. Takiddin, M. Ismail, U. Zafar, and E. Serpedin, "Variational autoencoder-based detection of electricity stealth cyber-attacks in AMI networks", in 28th European Signal Processing Conference (EUSIPCO), Amsterdam, Netherlands, Jan. 2021, doi: 10.1109/Eusipco47968.2020.9287764.

Book Chapters

  1. A. Takiddin, R. Atat, M. Ismail, K. Davis, and E. Serpedin, "Graph autoencoder-based detection of unseen false data injection attacks in smart grids", in Intelligent Systems Conference (IntelliSys), Amsterdam, Netherlands, Sept. 2023, doi: 10.1109/978-3-031-47721-8_16.
  2. A. Takiddin, M. Elhissi, S. Abuhaliqa, and Y. Yang, "Reinforcement Learning Applications in Health Informatics", Cham: Springer International Publishing, Aug. 2021, DOI: 10.1007/978-3-030-67303-1_12.