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Muhammad Azmi Umer
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2020 – today
- 2022
- [j2]Muhammad Azmi Umer
, Khurum Nazir Junejo
, Muhammad Taha Jilani
, Aditya P. Mathur:
Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations. Int. J. Crit. Infrastructure Prot. 38: 100516 (2022) - [c4]Danish Hudani, Muhammad Haseeb, Muhammad Taufiq, Muhammad Azmi Umer
, Nandha Kumar Kandasamy:
A Data-Centric Approach to Generate Invariants for a Smart Grid Using Machine Learning. SAT-CPS@CODASPY 2022: 31-36 - [c3]Muhammad Azmi Umer, Aditya Mathur, Muhammad Taha Jilani
:
Effect of time patterns in mining process invariants for industrial control systems: an experimental study. SEA4DQ@ESEC/SIGSOFT FSE 2022: 10-17 - [d1]Danish Hudani, Muhammad Haseeb, Muhammad Taufiq, Muhammad Azmi Umer, Nandha Kumar Kandasamy:
Generated and Validated Invariants of EPIC Smart Grid. IEEE DataPort, 2022 - [i3]Danish Hudani, Muhammad Haseeb, Muhammad Taufiq, Muhammad Azmi Umer, Nandha Kumar Kandasamy:
A Data-Centric Approach to Generate Invariants for a Smart Grid Using Machine Learning. CoRR abs/2202.06717 (2022) - [i2]Muhammad Azmi Umer, Khurum Nazir Junejo, Muhammad Taha Jilani, Aditya P. Mathur:
Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations. CoRR abs/2202.11917 (2022) - 2021
- [c2]Muhammad Azmi Umer
, Chuadhry Mujeeb Ahmed
, Muhammad Taha Jilani
, Aditya P. Mathur:
Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning. CPSIOTSEC@CCS 2021: 35-40 - [i1]Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Muhammad Taha Jilani, Aditya P. Mathur:
Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning. CoRR abs/2107.05127 (2021) - 2020
- [j1]Muhammad Azmi Umer
, Aditya Mathur, Khurum Nazir Junejo, Sridhar Adepu:
Generating invariants using design and data-centric approaches for distributed attack detection. Int. J. Crit. Infrastructure Prot. 28: 100341 (2020)
2010 – 2019
- 2017
- [c1]Muhammad Azmi Umer
, Aditya Mathur, Khurum Nazir Junejo, Sridhar Adepu:
Integrating Design and Data Centric Approaches to Generate Invariants for Distributed Attack Detection. CPS-SPC@CCS 2017: 131-136
Coauthor Index

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