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Muhammad Azmi Umer
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Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations
UM Azmi, JK Nazir, JM Taha, AP Mathur
International Journal of Critical Infrastructure Protection 38, 100516, 2022
782022
Integrating design and data centric approaches to generate invariants for distributed attack detection
MA Umer, A Mathur, KN Junejo, S Adepu
Proceedings of the 2017 workshop on cyber-physical systems security and …, 2017
302017
Generating Invariants using Design and Data-centric Approaches for Distributed Attack Detection
MA Umer, A Mathur, KN Junejo, S Adepu
International Journal of Critical Infrastructure Protection 28, 100341, 2020
262020
Attack rules: an adversarial approach to generate attacks for Industrial Control Systems using machine learning
MA Umer, CM Ahmed, MT Jilani, AP Mathur
Proceedings of the 2th Workshop on CPS&IoT Security and Privacy, 35-40, 2021
112021
Machine Learning for CPS Security: Applications, Challenges and Recommendations
CM Ahmed, MA Umer, BSSB Liyakkathali, MT Jilani, J Zhou
Machine Intelligence and Big Data Analytics for Cybersecurity Applications …, 2020
9*2020
Role of machine learning in weather related event predictions for a smart city
MA Umer, MT Jilani, KN Junejo, SA Naz, CW D’Silva
Machine Intelligence and Data Analytics for Sustainable Future Smart Cities …, 2021
42021
A data-centric approach to generate invariants for a smart grid using machine learning
D Hudani, M Haseeb, M Taufiq, MA Umer, NK Kandasamy
Proceedings of the 2022 ACM Workshop on Secure and Trustworthy Cyber …, 2022
32022
Machine Learning for CPS Security: Applications, Challenges and Recommendations
CM Ahmed, MA Umer, BSSB Liyakkathali, MT Jilani, J Zhou
Machine Intelligence and Big Data Analytics for Cybersecurity Applications …, 2020
3*2020
A framework using artificial intelligence for vision-based automated firearm detection and reporting in smart cities
M Hunain, T Iqbal, MA Siyal, MA Umer, MT Jilani
Artificial Intelligence and Blockchain for Future Cybersecurity Applications …, 2021
12021
A method of generating invariants for distributed attack detection, and apparatus thereof
MA Umer, A Mathur, KN Junejo, S Adepu
US Patent App. 16/754,732, 2020
12020
Effect of time patterns in mining process invariants for industrial control systems: an experimental study
MA Umer, A Mathur, MT Jilani
Proceedings of the 2nd International Workshop on Software Engineering and AI …, 2022
2022
A Conceptual Analysis of IoT in Healthcare
MA Umer, MT Jilani, A Rafiq, SA Naz, KN Junejo
Big Data Intelligence for Smart Applications, 227-240, 2022
2022
Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning
M Azmi Umer, C Mujeeb Ahmed, M Taha Jilani, AP Mathur
arXiv e-prints, arXiv: 2107.05127, 2021
2021
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Articles 1–13