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Journal Papers (2016-present): 

  1.  H. H. Pajouh, A. Dehghantanha, H. Karimipour, X. Lin, R. Choo “A Multi-Kernel SVM and Meta-heuristic Feature Selection Approach for IoT Malware Threat Hunting”, IEEE Internet of Things Journal, pp. 1-13, Sept. 2020. doi: 10.1109/JIOT.2020.3026660.

  2. A. Yazdinejad, R. M. Parizi, A. Dehghantanha, H. Karimipour, G. Srivastava, “Enabling Drones in the Internet of Things with Decentralized Blockchain-based Security”, IEEE Internet of Things Journal, Aug. 2020. DOI: 10.1109/JIOT.2020.3015382

  3. N. Jafarpisheh, E. Jalalian, M. Teshnelab, H. Karimipour, G. Srivastava, “A Deep Neural Network Combined With Radial Basis Function for Abnormality Classification”, Mobile Networks and Applications (IF:2.39), pp. 1-11, June 2020. In Press

  4. A.Alabasi, H. Karimipour, A. Dehghantanha, “An Ensemble Deep Learning-based Cyber-Attack Detection in Industrial Control System ”, IEEE Access (IF: 4.1), April. 2020.   DOI: 10.1109/ACCESS.2020.2992249

  5. S. Yousefi, F. Derakhshan, H. Karimipour, “Data Aggregation Mechanisms on the Industrial Internet of Things: A Technical Review”, Elsevier Computer Network Journal (IF: 3.23), March. 2020. Under review​

  6. J. Sakhnini, H. Karimipour, A. Dehghantanha, G. Srivastava “Generalized Deep Neural Network for Attack Detection in the Smart Grid”, IEEE Internet of Things Journal,    pp. 1-8, Jan. 2020. Under review

  7. M. Hazrati, H. Karimipour, A. N. Jahromi, A. Dehghantanha, “An Ensemble Cyber Threat Hunting in IoT Environment Based on the Sparse Representation Learning”, Computer & Electrical Engineering- Elsevier (IF: 2.2), Jul. 2020. https://doi.org/10.1016/j.compeleceng.2020.106825

  8. S. M. Tahsien, H. Karimipour, P. Spachos, “Machine Learning Based Solutions for Security of Internet of Things (IoT): A Survey”, Journal of Network and Computer Applications- Elsevier (IF: 5.3), pp. 1-18, April. 2020. https://doi.org/10.1016/j.jnca.2020.102630

  9. S. Yousefi, F. Derakhshan, H. Karimipour, H. Aghdasi, “An Energy Efficient Artificial Bee Colony-based Clustering in the Internet of Things”, Computer & Electrical Engineering- Elsevier (IF: 2.2), pp. 1-8, March. 2020. https://doi.org/10.1016/j.compeleceng.2020.106733

  10. H. Darabian, S. Homayon, A. Dehghantanha, S. Hashemi, H. Karimipour, “Detecting Cyber-attack: A Deep Learning Approach for Static and Dynamic Analysis”, Journal of Grid Computing (IF: 3.3), pp.1-13, Dec. 2019. https://doi.org/10.1007/s10723-020-09510-6

  11. F. Darbandi, A. Jafari, H. Karimipour, A. Dehghantanha, F. Derakhshan, R. Choo, “Real Time Stability Assessment of IoT-enabled Smart Power Grids: A Deep Learning Approach”, IEEE Smart Grid, pp. 1-8, Nov. 2019. 10.1049/iet-stg.2019.0191

  12. S. Yousefi, F. Derakhshan, H. Karimipour, H. Aghdasi, “An Efficient Route Planning Model for Mobile Agents in the Internet of Things using a Markov Decision Process”, Ad Hoc Network- Elsevier (IF: 3.5), pp. 1-26, Nov. 2019. https://doi.org/10.1016/j.adhoc.2019.102053

  13. H. H. Pajouh, A. Dehghantanha, R. Parizi, H. Karimipour, “A Survey on Internet of Things Security: Requirements, Challenges, and Solutions”, Internet of Things Journal- Elsevier, pp. 1-16, Oct. 2019. https://doi.org/10.1016/j.iot.2019.100129

  14. A. N. Jahromi, A. Dehghantanha, R. Choo, H. Karimipour,  R. Parizi, “An Improved Two-Hidden-Layer Extreme Learning Machine for Cyber Threat Hunting”, Computer and Security- Elsevier (IF: 3.1), Sept. 2019. https://doi.org/10.1016/j.cose.2019.101655

  15. J. Sakhnini, H. Karimipour, A. Dehghantanha, R. Parizi, G. Srivastava “Security Aspects of Internet of Things Aided Smart Grids: a Bibliometric Survey”, Internet of Things Journal- Elsevier, pp. 1-15, Sept. 2019. https://doi.org/10.1016/j.iot.2019.100111

  16. H. Karimipour, H. Leung, “Relaxation-based Anomaly Detection in Cyber-physical Systems Using Ensemble Kalman Filter”, IET Cyber-physical Systems: Theory & Applications, vol. 3, pp. 29-38, Aug. 2019. DOI:  10.1049/iet-cps.2019.0031

  17. H. Karimipour, A. Dehghantanha, R. Choo, H. Leung, “A Deep and Scalable Unsupervised Machine Learning System for Cyber-Attack Detection in Large-scale Smart Grids”, IEEE Access (IF: 4.1), vol. 7, pp. 80778-80788, May 2018. https://doi.org/10.1109/ACCESS.2019.2920326

  18. E. Modiri, A. Azmoodeh, A. Dehghantanha, H. Karimipour, “Fuzzy Pattern Tree for Edge Attack Detection and Categorization in IoT”, Journal of Systems Architecture- Elsevier (IF: 1.2), vol. 9, pp. 1-7, Jan. 2018. https://doi.org/10.1016/j.sysarc.2019.01.017

  19. S. Mohammadi, H. Mirvaziri, M. G. Ahsaee, H. Karimipour, “Cyber Intrusion Detection by Combined Feature Selection Algorithm”, Journal of Information Security & Applications- Elsevier (IF: 1.6), pp. 80-88, vol. 44, Feb. 2018. https://doi.org/10.1016/j.jisa.2018.11.007

  20. F. Ghalavand, B. M. Alizadeh, H. Karimipour, “Micro Grid Islanding Detection Based on Mathematical Morphology”, Journal of Energies (IF: 2.7), vol. 11, no. 10, pp. 456-477, Sept. 2018. DOI: 10.3390/en11102696

  21. H. Karimipour, V. Dinavahi, “Robust Massively Parallel Dynamic State Estimation of Power Systems Against Cyber-Attack”, IEEE Access (IF: 4.1), vol. 6, pp. 2984-2995, Dec. 2017. DOI: 10.1109/ACCESS.2017.2786584

  22. H. Karimipour, V. Dinavahi, “Parallel Relaxation Based Joint Dynamic State Estimation of Large-scale Power System”, IET Gen., Trnas. and Dist. (IF: 3.3), vol. 10, no. 2, pp. 452-459, Feb. 2016. DOI: 10.1049/iet-gtd.2015.0808

  23. H. Karimipour, V. Dinavahi, “Parallel Domain Decomposition Based Distributed State Estimation for Large-scale Power Systems”, IEEE Transactions on Industry Applications (IF: 3.4), vol. 52, no. 2, pp. 1265-1269, March 2016. DOI: 10.1109/TIA.2015.2483703

  24. H. Karimipour, V. Dinavahi, “Extended Kalman Filter Based Massively Parallel Dynamic State Estimation”, IEEE Transaction in Smart Grid (IF: 10.5), vol. 6, no. 3, pp.1539-1549, May 2016. DOI: 10.1109/TSG.2014.2387169


Conference Papers (selected): 

  1. S. Hadayeghparast, A. N. Jahromi, H. Karimipour, “A Hybrid Deep Learning-Based State Forecasting Method for Smart Power Grids”, IEEE System, Men, Cybernetic (IEEE SMC), pp. 1-5, April 2020. Accepted

  2. A. Al-Abassi, J. Sakhnini, H. Karimipour “Unsupervised Stacked Autoencoders for Anomaly Detection on Smart Cyber-physical Grids”, IEEE System, Men, Cybernetic (IEEE SMC), pp. 1-5, April 2020. Accepted

  3. H. M. Rouzbahani, H. Karimipour, L. Lei “An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids”, IEEE System, Men, Cybernetic (IEEE SMC), pp. 1-5, April 2020. Accepted

  4. F. Darbandi, A. Jafari, H. Karimipour “Instability Prediction in Smart Cyber-physical Grids Using Feedforward Neural Networks”, IEEE Canada Power and Energy Conference (IEEE EPEC), pp. 1-5, Feb. 2020. Accepted

  5. S. Yousefi, F. Derakhshan, H. Karimipour “Internet of Things Route Planning using Enhanced Artificial Bee Colony Algorithm”, IEEE Canada Power and Energy Conference (IEEE EPEC) pp. 1-5, Jan 2020. Accepted

  6. A.Yazdinejad, G. Srivastava, A. Dehghantanha, R.M. Parizi, H. Karimipour, “SLPoW: Secure and Low Latency Proof of Work Protocol for Green IoT Networks”, IEEE 91st Vehicular Technology Conference, pp.1-5, May 2020. Accepted

  7. I. Al-Omari, A. Rahimnejad, A. Gadsden, H. Karimipour, M. Mousa “Power System Dynamic State Estimation Using Smooth Variable Structure Filter”, GlobalSIP 2019 conference, pp. 1-5, Nov. 2019. 10.1109/GlobalSIP45357.2019.8969306

  8. A. N. Jahromi, J. Sakhnini, H. Karimipour, A. Dehghantanha, “A Deep Unsupervised Representation Learning Approach for Effective Cyber-physical Attack Detection and Identification on Highly Imbalanced Data”,

  9. M. R. Begli, F. Derakhshan, H. Karimipour, “A Layered Intrusion Detection System for Critical Infrastructure Using Machine Learning”, IEEE Int. Conf. on Smart Energy Grid Engineering (SEGE), pp.1-5, Oshawa, Canada Aug.2019.10.1109/SEGE.2019.8859950

  10. S. Geris, H. Karimipour, “Joint State Estimation and Cyber-Attack Detection Based on Feature Grouping”, IEEE Int. Conf. on Smart Energy Grid Engineering (SEGE), pp.1-5, Oshawa, Canada Aug.2019. 10.1109/SEGE.2019.8859926

  11. J. Sakhnini, H. Karimipour, A. Dehghantanha, “Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection”, IEEE Int. Conf. on Smart Energy Grid Engineering (SEGE), pp.1-5, Oshawa, Canada Aug.2019. 10.1109/SEGE.2019.8859946

  12. H. Karimipour, S. Geris, A. Dehghantanha, H. Leung, “Intelligent Anomaly Detection for Large-scale Smart Grids”, IEEE CCECE, pp. 1-4, Edmonton, Canada, May 2019. DOI: 10.1109/CCECE.2019.8861995

  13. S. Mohammadi, V. Desai, H. Karimipour, “Multivariate Mutual Information Feature Selection for Intrusion Detection”, IEEE Canada Electrical Power and Energy Conf. (EPEC), pp. 1-6, Toronto, Canada, 2018. 10.1109/EPEC.2018.8598326

  14. F. Ghalavand, I. Al-Omari, H. Karimipour, “Hybrid Islanding Detection for AC/DC Network Using DC-link Voltage”, IEEE Int. Conf. on Smart Energy Grid Engineering (SEGE), Oshawa, Canada, pp. 1-6, 2018. 10.1109/SEGE.2018.8499479

  15. S. Hadayeghparast, H. A. Shayanfar, H. Karimipour, “Stochastic Multi-objective Economic/Emission Energy Management of a Microgrid in Presence of Combined Heat and Power Systems”, IEEE I&CPS Conference, pp.1-5, Calgary, Canada, May 2019. 10.1109/ICPS.2019.8733383

  16. H. A. Shayanfar, H. Karimipour,  S. Hadayeghparast, “Impact Assessment of Profit and Emission Objectives on the Operational Scheduling of a Virtual Power Plant”, IEEE CSCE, pp.1-5,  Aug. 2019. https://csce.ucmss.com/cr/books/2019/LFS/CSREA2019/CSC2342.pdf

  17. H. M. Ruzbahani, A. Rahimnejad, H. Karimipour, “Smart Households Demand Response Management with Micro Grid”, IEEE  Innovative Smart Grid Technologies (ISGT 2019), pp. 1-5, Washington, DC, US, 2019. 10.1109/ISGT.2019.8791595

  18. M. Dehghani, P. Karimyan, H. Karimipour, “Dynamic Behavior Control of Induction Motor with STATCOM ”, IEEE International Conference on Power Electronics, Intelligent Control and Energy systems, Dehli, India, pp. 1-6, 2018. https://arxiv.org/ftp/arxiv/papers/1811/1811.06035.pdf

  19. S. Hadayeghparast, A. S. Soltaninejad,  H. Karimipour, “Employing Composite Demand Response Model in Microgrid Energy Management”, IEEE Int. Conf. on Smart Energy Grid Engineering (SEGE), pp.1-5, Oshawa, Canada Aug.2019. 10.1109/SEGE.2019.8859812

  20. A. Rahimnejad, I. Al-Omari, R. Barzegaran, H. Karimipour, “ Hybrid Harmonic Estimation Based on Least Square Method and Bacterial Foraging Optimization”, IEEE Canada Electrical Power and Energy Conference (EPEC), pp. 1-6, Toronto, Canada, 2018. 10.1109/EPEC.2018.8598450

  21. M. Dehghani, W. Han, H. Karimipour, “Coordinated Optimization of Fuzzy Controller for STATCOM and PSS for Dynamic Stability of Multi-Machine Power System”, IEEE Int. Conf. on Smart Energy Grid Engineering (SEGE), Oshawa, Canada, pp. 1-6, 2018. 10.1109/SEGE.2018.8499474

  22. H. M. Ruzbahani, H. Karimipour, “Optimal Incentive-based Demand Response Management of Smart Households”, IEEE 54th Industrial & Commercial Power System Technical Conference(I&CPS), pp. 1-7, Niagara Falls, Canada, 2018. 10.1109/ICPS.2018.8369971

  23. H. Karimipour, V. Dinavahi, “On False Data Injection Attack Against Dynamic State Estimation on Smart Power Grids”, IEEE Int. Conf. on Smart Energy Grid Engineering, Oshawa, Canada, pp. 1-7, 2017. DOI: 10.1109/SEGE.2017.8052831

  24. H. Karimipour, V. Dinavahi, “Extended Kalman Filter Based Massively Parallel Dynamic State Estimation”, Power & Energy Society General Meeting (PES), pp. 1-6, Boston, USA, 2016. DOI: 10.1109/TSG.2014.2387169

  25. H. Karimipour, V. Dinavahi, “On Detailed Synchronous Generator Modeling for Massively Parallel Dynamic State Estimation”, IEEE North American Power Symposium (NAPS), Pullman, USA, pp. 1-6, 2014. DOI: 10.1109/NAPS.2014.6965417

  26. H. Karimipour, V. Dinavahi, “ Dynamic State Estimation of Synchronous Generator on Massive Graphics Processing Units”, FGSR Graduate Symposium, Edmonton, Canada, 2014.

  27. H. Karimipour, V. Dinavahi, “Accelerated Parallel WLS State Estimation for Large-Scale Power Systems on GPU”, IEEE North American Power Symposium (NAPS), pp. 1-6, Manhattan, USA, 2013. DOI: 10.1109/NAPS.2013.6666827

  28. H. Karimipour, V. Dinavahi” WLS Static State Estimation for Large-Scale Power Systems Using Parallel Processing”, FGSR Graduate Symposium, Edmonton, Canada, 2013.


Book & Book Chapters: 

  1. H. Karimipour, P. Srikantha, J. Wei-Kocsis, “Security of Cyber-Physical Systems: Vulnerability and Impact”, Springer Books, Aug. 2020. https://doi.org/10.1007/978-3-030-45541-5

  2. H. M. Rouzbahani, Z. Faraji, M. Amiri-Zarandi H. Karimipour, “AI-enabled Security Monitoring in Smart Cyber Physical Grids”, Handbook of Security of Cyber-Physical Systems: Vulnerability and Impact, Springer Books, March. 2020. https://doi.org/10.1007/978-3-030-45541-5_8

  3. J. Sakhnini, H. Karimipour, “AI and Security of IoT-enabled Smart Systems: Opportunities and Challenges”, Handbook of Security of Cyber-Physical Systems: Vulnerability and Impact, Springer Books, March. 2020. https://doi.org/10.1007/978-3-030-45541-5_1

  4. F. S. Mozaffari, H. Karimipour, R. M. Parizi, “Learning Based Anomaly Detection in Critical Infrastructure”, Handbook of Security of Cyber-Physical Systems: Vulnerability and Impact, Springer Books, March. 2020. DOI: 10.1007/978-3-030-45541-5_6

  5. Sh. Hadayeghparast, H. Karimipour, “Application of Machine Learning in State Estimation of Smart Cyber-Physical Grid”, Handbook of Security of Cyber-Physical Systems: Vulnerability and Impact, Springer Books, March. 2020. https://doi.org/10.1007/978-3-030-45541-5_9

  6. H. M. Rouzbahani, H. Karimipour, A Rahimnejad, “Anomaly Detection in Cyber-physical Systems Using Machine Learning”, Handbook of Big Data and Privacy, Springer Books, pp. 1-35, Jan. 2020. https://doi.org/10.1007/978-3-030-38557-6_10

  7. A. Al-Abasi, H. Karimipour, H. H. Pajouh, A. Dehghantaha, R. M. Parizi, “Industrial IoT and Big Data Analytics: Challenges and Opportunities”, Handbook of Big Data and Privacy, Springer Books, pp. 1-40, Jan. 2020. https://doi.org/10.1007/978-3-030-38557-6_3

  8. J. Sakhnini, H. Karimipour, A. Dehghantanha, and R. M. Parizi, “AI and Security of Critical Infrastructure,” Handbook of Big Data and Privacy, Springer Books, Jan. 2020. https://doi.org/10.1007/978-3-030-38557-6_2

  9. M. Nassiri, H. HaddadPajouh, A. Dehghantanha, H. Karimipour, R. M. Parizi, and G. Srivastava, “Malware Elimination Impact on Dynamic Analysis: An Experimental Analysis on Machine Learning Approach”, Handbook of Big Data and Privacy, Springer Books, pp. 1-39, Jan. 2020. https://doi.org/10.1007/978-3-030-38557-6_17

  10. H. M. Rouzbahani, H. Karimipour, G. Srivastava, “Big Data Application for Security of Renewable Energy Resources”, Handbook of Big Data and Privacy, Springer Books, pp. 1-40, Jan. 2020. https://doi.org/10.1007/978-3-030-38557-6_11

  11. S. Singh, H. Karimipour, H. H.Pajouh, A. Dehghantanha, “Artificial Intelligence and Security of Industrial Control Systems”, Handbook of Big Data and Privacy, Springer Books, pp. 1-32, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_7

  12. W. Han, A. Azmoodeh, H. Karimipour, S. Yang, “Privacy Preserving Abnormality Detection: A Deep Learning Approach”, Handbook of Big Data and Privacy, Springer Books, pp. 1-36, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_13

  13. S. Nakhodchi, A. Dehghantanha, H. Karimipour, “Privacy and Security in Smart and Precision Farming: A Bibliometric Analysis”, Handbook of Big Data and Privacy, Springer Books, pp. 1-32, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_14

  14. Sh. Yousefi, F. Derakhshan, H. Karimipour, “Applications of Big Data Analytics and Machine Learning in the Internet of Things”, Handbook of Big Data and Privacy, Springer Books, pp. 1-32, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_5

  15. M. F. Moghadam, A. Mohajerzdeh, B.Molavi, H. Karimipour, “A Privacy Protection Key Agreement Protocol Based on ECC for Smart Grid”, Handbook of Big Data and Privacy, Springer Books, pp. 1-32, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_4

  16. H. M. Ruzbahani, A. Dehghantanha, H. Karimipour, “Blockchain Applications in Power Systems: A Bibliometric Analysis”, Handbook of Blockchain Security, Springer Books, pp. 1-50, Feb. 2020. https://doi.org/10.1007/978-3-030-38181-3_7

  17. M. B. Far, H. H. Pajouh, A. Dehghantanha, H. Karimipour, R. M. Parizi, and G. Srivastava, “RAT Hunter: Building Robust Models for Detecting Remote Access Trojans Based on Optimum Hybrid Features”, Handbook of Big Data and Privacy, Springer Books, pp. 1-46, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_18

  18. J. Cabello, H. Karimipour, A. N. Jahromi, R. M. Parizi “Big Data and Cyber-physical Systems in Healthcare: Challenges and Opportunities”, Handbook of Big Data and Privacy, Springer Books, pp. 1-50, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_12

  19. M. Amrolahi, Sh. Hadayeghparast, H. Karimipour, “Enhancing Network Security and Privacy via Machine Learning: Opportunities and Challenges”, Handbook of Big Data and Privacy, Springer Books, pp. 1-50, Feb. 2020. https://doi.org/10.1007/978-3-030-38557-6_8

  20. Sh. Hadayeghparast, H. Karimipour “Comprehensive Modeling of Demand Response Programs”, Electricity Markets: New Player and Pricing Uncertainties, Springer Book, pp. 1-50, Feb. 2019. https://doi.org/10.1007/978-3-030-31399-9_2

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