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Journal Articles
- 2024
[j43]Sepideh Bahadoripour
, Hadis Karimipour, Amir Namavar Jahromi, Anik Islam:
An explainable multi-modal model for advanced cyber-attack detection in industrial control systems. Internet Things 25: 101092 (2024)- [j42]Bardia Esmaeili, Amin Azmoodeh, Ali Dehghantanha, Gautam Srivastava, Hadis Karimipour, Jerry Chun-Wei Lin:
A GNN-Based Adversarial Internet of Things Malware Detection Framework for Critical Infrastructure: Studying Gafgyt, Mirai, and Tsunami Campaigns. IEEE Internet Things J. 11(16): 26826-26836 (2024) - [j41]Abbas Yazdinejad, Ali Dehghantanha, Gautam Srivastava, Hadis Karimipour, Reza M. Parizi:
Hybrid Privacy Preserving Federated Learning Against Irregular Users in Next-Generation Internet of Things. J. Syst. Archit. 148: 103088 (2024) - [j40]Abbas Yazdinejad, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Reza M. Parizi:
A Robust Privacy-Preserving Federated Learning Model Against Model Poisoning Attacks. IEEE Trans. Inf. Forensics Secur. 19: 6693-6708 (2024) - 2023
- [j39]Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava, Hadis Karimipour:
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks. Comput. Ind. 144: 103801 (2023) - [j38]Amir Namavar Jahromi, Hadis Karimipour, Ali Dehghantanha:
An ensemble deep federated learning cyber-threat hunting model for Industrial Internet of Things. Comput. Commun. 198: 108-116 (2023) - [j37]Abbas Yazdinejad, Mostafa Kazemi, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour:
An ensemble deep learning model for cyber threat hunting in industrial internet of things. Digit. Commun. Networks 9(1): 101-110 (2023) - [j36]Abbas Yazdinejad, Behrouz Zolfaghari, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Reza M. Parizi:
Accurate threat hunting in industrial internet of things edge devices. Digit. Commun. Networks 9(5): 1123-1130 (2023) - [j35]Mohammad Amiri-Zarandi, Hadis Karimipour, Rozita A. Dara:
A federated and explainable approach for insider threat detection in IoT. Internet Things 24: 100965 (2023) - [j34]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Abbas Yazdinejad, Thippa Reddy Gadekallu, Nancy Victor, Anik Islam:
A Generalizable Deep Neural Network Method for Detecting Attacks in Industrial Cyber-Physical Systems. IEEE Syst. J. 17(4): 5152-5160 (2023) - [j33]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Lei Lei:
Optimizing Resource Swap Functionality in IoE-Based Grids Using Approximate Reasoning Reward-Based Adjustable Deep Double Q-Learning. IEEE Trans. Consumer Electron. 69(3): 522-532 (2023) - 2022
- [j32]Seyed Hossein Majidi, Shahrzad Hadayeghparast, Hadis Karimipour:
FDI attack detection using extra trees algorithm and deep learning algorithm-autoencoder in smart grid. Int. J. Crit. Infrastructure Prot. 37: 100508 (2022) - [j31]Abbas Yazdinejad, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Reza M. Parizi:
An efficient packet parser architecture for software-defined 5G networks. Phys. Commun. 53: 101677 (2022) - [j30]Abdulrahman Al-Abassi, Amir Namavar Jahromi, Hadis Karimipour, Ali Dehghantanha, Pierluigi Siano, Henry Leung:
A Self-Tuning Cyber-Attacks' Location Identification Approach for Critical Infrastructures. IEEE Trans. Ind. Informatics 18(7): 5018-5027 (2022) - [j29]Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava:
Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-Based IIoT Networks. IEEE Trans. Ind. Informatics 18(11): 8356-8366 (2022) - [j28]Bardia Esmaeili, Amin Azmoodeh, Ali Dehghantanha, Hadis Karimipour, Behrouz Zolfaghari, Mohammad Hammoudeh:
IIoT Deep Malware Threat Hunting: From Adversarial Example Detection to Adversarial Scenario Detection. IEEE Trans. Ind. Informatics 18(12): 8477-8486 (2022) - 2021
- [j27]Hadi Safari Fesagandis, Mehdi Jalali, Kazem Zare, Mehdi Abapour, Hadis Karimipour:
Resilient Scheduling of Networked Microgrids Against Real-Time Failures. IEEE Access 9: 21443-21456 (2021) - [j26]Arezoo Jahani, Kazem Zare, Leyli Mohammad Khanli, Hadis Karimipour:
Optimized Power Trading of Reconfigurable Microgrids in Distribution Energy Market. IEEE Access 9: 48218-48235 (2021) - [j25]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour:
Federated learning for drone authentication. Ad Hoc Networks 120: 102574 (2021) - [j24]Zahra Moti, Sattar Hashemi, Hadis Karimipour, Ali Dehghantanha, Amir Namavar Jahromi, Lida Abdi, Fatemeh Alavi:
Generative adversarial network to detect unseen Internet of Things malware. Ad Hoc Networks 122: 102591 (2021) - [j23]Kim-Kwang Raymond Choo, Ali Dehghantanha, Hadis Karimipour:
Introduction to the special section on application of artificial intelligence in security of cyber physical systems (VSI-aicps). Comput. Electr. Eng. 92: 107145 (2021) - [j22]Mansoor Ali, Hadis Karimipour, Muhammad Tariq:
Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges. Comput. Secur. 108: 102355 (2021) - [j21]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
Security aspects of Internet of Things aided smart grids: A bibliometric survey. Internet Things 14: 100111 (2021) - [j20]Hamed HaddadPajouh, Ali Dehghantanha, Reza M. Parizi, Mohammed Aledhari, Hadis Karimipour:
A survey on internet of things security: Requirements, challenges, and solutions. Internet Things 14: 100129 (2021) - [j19]Shamim Yousefi, Hadis Karimipour, Farnaz Derakhshan:
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review. Internet Things 15: 100427 (2021) - [j18]Hamed HaddadPajouh, Alireza Mohtadi, Ali Dehghantanha, Hadis Karimipour, Xiaodong Lin, Kim-Kwang Raymond Choo:
A Multikernel and Metaheuristic Feature Selection Approach for IoT Malware Threat Hunting in the Edge Layer. IEEE Internet Things J. 8(6): 4540-4547 (2021) - [j17]Abbas Yazdinejad, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour, Gautam Srivastava, Mohammed Aledhari:
Enabling Drones in the Internet of Things With Decentralized Blockchain-Based Security. IEEE Internet Things J. 8(8): 6406-6415 (2021) - [j16]Amir Namavar Jahromi, Hadis Karimipour, Ali Dehghantanha, Kim-Kwang Raymond Choo:
Toward Detection and Attribution of Cyber-Attacks in IoT-Enabled Cyber-Physical Systems. IEEE Internet Things J. 8(17): 13712-13722 (2021) - [j15]Noushin Jafarpisheh, Effat Jalaeian Zaferani, Mohammad Teshnehlab, Hadis Karimipour, Reza M. Parizi, Gautam Srivastava:
A Deep Neural Network Combined with Radial Basis Function for Abnormality Classification. Mob. Networks Appl. 26(6): 2318-2328 (2021) - [j14]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
Physical layer attack identification and localization in cyber-physical grid: An ensemble deep learning based approach. Phys. Commun. 47: 101394 (2021) - 2020
- [j13]Abdulrahman Al-Abassi, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
An Ensemble Deep Learning-Based Cyber-Attack Detection in Industrial Control System. IEEE Access 8: 83965-83973 (2020) - [j12]Shamim Yousefi, Farnaz Derakhshan, Hadis Karimipour, Hadi S. Aghdasi:
An efficient route planning model for mobile agents on the internet of things using Markov decision process. Ad Hoc Networks 98 (2020) - [j11]Shamim Yousefi, Farnaz Derakhshan, Hadi S. Aghdasi, Hadis Karimipour:
An energy-efficient artificial bee colony-based clustering in the internet of things. Comput. Electr. Eng. 86: 106733 (2020) - [j10]Seyed Mehdi Hazrati Fard, Hadis Karimipour, Ali Dehghantanha, Amir Namavar Jahromi, Gautam Srivastava:
Ensemble sparse representation-based cyber threat hunting for security of smart cities. Comput. Electr. Eng. 88: 106825 (2020) - [j9]Amir Namavar Jahromi, Sattar Hashemi, Ali Dehghantanha, Kim-Kwang Raymond Choo, Hadis Karimipour, David Ellis Newton, Reza M. Parizi:
An improved two-hidden-layer extreme learning machine for malware hunting. Comput. Secur. 89 (2020) - [j8]Hamid Darabian, Sajad Homayoun, Ali Dehghantanha, Sattar Hashemi, Hadis Karimipour, Reza M. Parizi, Kim-Kwang Raymond Choo:
Detecting Cryptomining Malware: a Deep Learning Approach for Static and Dynamic Analysis. J. Grid Comput. 18(2): 293-303 (2020) - [j7]Hadis Karimipour, Henry Leung:
Relaxation-based anomaly detection in cyber-physical systems using ensemble kalman filter. IET Cyper-Phys. Syst.: Theory & Appl. 5(1): 49-58 (2020) - [j6]Syeda Manjia Tahsien, Hadis Karimipour, Petros Spachos:
Machine learning based solutions for security of Internet of Things (IoT): A survey. J. Netw. Comput. Appl. 161: 102630 (2020) - 2019
- [j5]Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi, Kim-Kwang Raymond Choo, Henry Leung:
A Deep and Scalable Unsupervised Machine Learning System for Cyber-Attack Detection in Large-Scale Smart Grids. IEEE Access 7: 80778-80788 (2019) - [j4]Sara Mohammadi, Hamid Mirvaziri, Mostafa Ghazizadeh Ahsaee, Hadis Karimipour:
Cyber intrusion detection by combined feature selection algorithm. J. Inf. Secur. Appl. 44: 80-88 (2019) - [j3]Ensieh Modiri Dovom, Amin Azmoodeh, Ali Dehghantanha, David Ellis Newton, Reza M. Parizi, Hadis Karimipour:
Fuzzy pattern tree for edge malware detection and categorization in IoT. J. Syst. Archit. 97: 1-7 (2019) - 2018
- [j2]Hadis Karimipour, Venkata Dinavahi:
Robust Massively Parallel Dynamic State Estimation of Power Systems Against Cyber-Attack. IEEE Access 6: 2984-2995 (2018) - 2015
- [j1]Hadis Karimipour, Venkata Dinavahi:
Extended Kalman Filter-Based Parallel Dynamic State Estimation. IEEE Trans. Smart Grid 6(3): 1539-1549 (2015)
Conference and Workshop Papers
- 2023
- [c14]Sepideh Bahadoripour, M. Ethan MacDonald, Hadis Karimipour:
A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. ICIT 2023: 1-6 - [c13]Arshia Aflaki, Hadis Karimipour, Amir Namavar Jahromi:
A GAN-Based False Data Injection and Civil Attack Detection Framework for Digital Relays with Feature Selection. SMC 2023: 5027-5033 - [c12]Anik Islam, Hadis Karimipour:
A Federated Transfer Learning-Empowered Blockchain-Enabled Secure Knowledge Sharing Scheme for Unmanned Any Vehicles in Smart Cities. SSCI 2023: 547-552 - [c11]Narges Babadi, Hadis Karimipour, Anik Islam:
An Ensemble Learning to Detect Decision-Based Adversarial Attacks in Industrial Control Systems. SSCI 2023: 879-884 - 2022
- [c10]Talal Halabi, Israat Haque, Hadis Karimipour:
Adaptive Control for Security and Resilience of Networked Cyber-Physical Systems: Where Are We? TPS-ISA 2022: 239-247 - 2021
- [c9]Amir Namavar Jahromi, Hadis Karimipour, Ali Dehghantanha:
Deep Federated Learning-Based Cyber-Attack Detection in Industrial Control Systems. PST 2021: 1-6 - 2020
- [c8]Shahrzad Hadayeghparast, Amir Namavar Jahromi, Hadis Karimipour:
A Hybrid Deep Learning-Based Power System State Forecasting. SMC 2020: 893-898 - [c7]Abdulrahman Al-Abassi, Jacob Sakhnini, Hadis Karimipour:
Unsupervised Stacked Autoencoders for Anomaly Detection on Smart Cyber-physical Grids. SMC 2020: 3123-3129 - [c6]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Lei Lei:
An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids. SMC 2020: 3637-3642 - [c5]Abbas Yazdinejad, Gautam Srivastava, Reza M. Parizi, Ali Dehghantanha, Hadis Karimipour, Somayeh Razaghi Karizno:
SLPoW: Secure and Low Latency Proof of Work Protocol for Blockchain in Green IoT Networks. VTC Spring 2020: 1-5 - 2019
- [c4]Amir Namavar Jahromi, Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha:
A deep unsupervised representation learning approach for effective cyber-physical attack detection and identification on highly imbalanced data. CASCON 2019: 14-23 - [c3]Hadis Karimipour, Sandra Geris, Ali Dehghantanha, Henry Leung:
Intelligent Anomaly Detection for Large-scale Smart Grids. CCECE 2019: 1-4 - [c2]Ibrahim Al-Omari, Abolfazl Rahimnejad, S. Andrew Gadsden, Medhat Moussa, Hadis Karimipour:
Power System Dynamic State Estimation Using Smooth Variable Structure Filter. GlobalSIP 2019: 1-5 - [c1]Hossein Mohammadi Ruzbahani, Abolfazl Rahimnejad, Hadis Karimipour:
Smart Households Demand Response Management with Micro Grid. ISGT 2019: 1-5
Parts in Books or Collections
- 2020
- [p16]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
AI and Security of Critical Infrastructure. Handbook of Big Data Privacy 2020: 7-36 - [p15]Abdulrahman Al-Abassi, Hadis Karimipour, Hamed Haddad Pajouh, Ali Dehghantanha, Reza M. Parizi:
Industrial Big Data Analytics: Challenges and Opportunities. Handbook of Big Data Privacy 2020: 37-61 - [p14]Mostafa Farhdi Moghadam, Amirhossein Mohajerzdeh, Hadis Karimipour, Hamid Chitsaz, Roya Karimi, Behzad Molavi:
A Privacy Protection Key Agreement Protocol Based on ECC for Smart Grid. Handbook of Big Data Privacy 2020: 63-76 - [p13]Shamim Yousefi, Farnaz Derakhshan, Hadis Karimipour:
Applications of Big Data Analytics and Machine Learning in the Internet of Things. Handbook of Big Data Privacy 2020: 77-108 - [p12]Suby Singh, Hadis Karimipour, Hamed HaddadPajouh, Ali Dehghantanha:
Artificial Intelligence and Security of Industrial Control Systems. Handbook of Big Data Privacy 2020: 121-164 - [p11]Mahdi Amrollahi, Shahrzad Hadayeghparast, Hadis Karimipour, Farnaz Derakhshan, Gautam Srivastava:
Enhancing Network Security Via Machine Learning: Opportunities and Challenges. Handbook of Big Data Privacy 2020: 165-189 - [p10]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Abolfazl Rahimnejad, Ali Dehghantanha, Gautam Srivastava:
Anomaly Detection in Cyber-Physical Systems Using Machine Learning. Handbook of Big Data Privacy 2020: 219-235 - [p9]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Gautam Srivastava:
Big Data Application for Security of Renewable Energy Resources. Handbook of Big Data Privacy 2020: 237-254 - [p8]Jesus Castillo Cabello, Hadis Karimipour, Amir Namavar Jahromi, Ali Dehghantanha, Reza M. Parizi:
Big-Data and Cyber-Physical Systems in Healthcare: Challenges and Opportunities. Handbook of Big Data Privacy 2020: 255-283 - [p7]Wenyu Han, Amin Azmoodeh, Hadis Karimipour, Simon Yang:
Privacy Preserving Abnormality Detection: A Deep Learning Approach. Handbook of Big Data Privacy 2020: 285-303 - [p6]Sanaz Nakhodchi, Ali Dehghantanha, Hadis Karimipour:
Privacy and Security in Smart and Precision Farming: A Bibliometric Analysis. Handbook of Big Data Privacy 2020: 305-318 - [p5]Mohammad Nassiri, Hamed HaddadPajouh, Ali Dehghantanha, Hadis Karimipour, Reza M. Parizi, Gautam Srivastava:
Malware Elimination Impact on Dynamic Analysis: An Experimental Machine Learning Approach. Handbook of Big Data Privacy 2020: 359-370 - [p4]Mohammad Mehdi BehradFar, Hamed HaddadPajouh, Ali Dehghantanha, Amin Azmoodeh, Hadis Karimipour, Reza M. Parizi, Gautam Srivastava:
RAT Hunter: Building Robust Models for Detecting Remote Access Trojans Based on Optimum Hybrid Features. Handbook of Big Data Privacy 2020: 371-383 - [p3]Kevin Tiba, Reza M. Parizi, Qi Zhang, Ali Dehghantanha, Hadis Karimipour, Kim-Kwang Raymond Choo:
Secure Blockchain-Based Traffic Load Balancing Using Edge Computing and Reinforcement Learning. Blockchain Cybersecurity, Trust and Privacy 2020: 99-128 - [p2]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
Blockchain Applications in Power Systems: A Bibliometric Analysis. Blockchain Cybersecurity, Trust and Privacy 2020: 129-145 - [p1]Amritraj Singh, Reza M. Parizi, Meng Han, Ali Dehghantanha, Hadis Karimipour, Kim-Kwang Raymond Choo:
Public Blockchains Scalability: An Examination of Sharding and Segregated Witness. Blockchain Cybersecurity, Trust and Privacy 2020: 203-232
Informal and Other Publications
- 2024
- [i15]Hossein Mohammadi Rouzbahani, Hadis Karimipour:
Application of Artificial Intelligence in Supporting Healthcare Professionals and Caregivers in Treatment of Autistic Children. CoRR abs/2407.08902 (2024) - 2023
- [i14]Amir Namavar Jahromi, Ebrahim Pourjafari, Hadis Karimipour, Amit Satpathy, Lovell Hodge:
CRL+: A Novel Semi-Supervised Deep Active Contrastive Representation Learning-Based Text Classification Model for Insurance Data. CoRR abs/2302.04343 (2023) - [i13]Sepideh Bahadoripour, M. Ethan MacDonald, Hadis Karimipour:
A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. CoRR abs/2304.01440 (2023) - 2022
- [i12]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Evan Fraser, Ali Dehghantanha, Emily Duncan, Arthur Green, Conchobhair Russell:
Communication Layer Security in Smart Farming: A Survey on Wireless Technologies. CoRR abs/2203.06013 (2022) - [i11]Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava:
Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-based IIoT Networks. CoRR abs/2204.09829 (2022) - 2021
- [i10]Amirreza Jafari, Farzad Baghal Darbandi, Hadis Karimipour:
Instability Prediction in Smart Cyber-physical Grids Using Feedforward Neural Networks. CoRR abs/2102.05655 (2021) - [i9]Shahrzad Hadayeghparast, Amir Namavar Jahromi, Hadis Karimipour:
A Hybrid Deep Learning-Based State Forecasting Method for Smart Power Grids. CoRR abs/2102.05657 (2021) - [i8]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Lei Lei:
An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids. CoRR abs/2102.06039 (2021) - [i7]Ali Dehghantanha, Hadis Karimipour, Amin Azmoodeh:
Cybersecurity in Smart Farming: Canada Market Research. CoRR abs/2104.05183 (2021) - 2020
- [i6]Syeda Manjia Tahsien, Hadis Karimipour, Petros Spachos:
Machine Learning Based Solutions for Security of Internet of Things (IoT): A Survey. CoRR abs/2004.05289 (2020) - [i5]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava:
Security Aspects of Internet of Things aided Smart Grids: a Bibliometric Survey. CoRR abs/2005.00915 (2020) - 2019
- [i4]Jacob Sakhnini, Hadis Karimipour, Ali Dehghantanha:
Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection. CoRR abs/1907.03313 (2019) - [i3]Hossein Mohammadi Rouzbahani, Abolfazl Rahimnejad, Hadis Karimipour:
Smart Households Demand Response Management with Micro Grid. CoRR abs/1907.03641 (2019) - [i2]Hossein Mohammadi Rouzbahani, Hadis Karimipour, Ali Dehghantanha, Reza M. Parizi:
Blockchain Applications in Power Systems: A Bibliometric Analysis. CoRR abs/1912.02611 (2019) - 2018
- [i1]Majid Dehghani, Peyman Karimyan, Mehradad Abedi, Hadis Karimipour:
Dynamic Behavior Control of Induction Motor with STATCOM. CoRR abs/1811.06035 (2018)
Coauthor Index
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