Muhammad Azmi Umer

14 papers Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attack pattern mining to discover hidden threats to industrial control systems.
Int. J. Inf. Sec.
Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Aditya P. Mathur, Muhammad Taha Jilani
2025 J jnl
A Cyber-Twin Based Honeypot for Gathering Threat Intelligence.
CoRR
Muhammad Azmi Umer, Zhan Xuna, Yan Lin Aung, Aditya P. Mathur, Jianying Zhou
2025 J jnl
Adversarial Sample Generation for Anomaly Detection in Industrial Control Systems.
CoRR
Abdul Mustafa, Muhammad Talha Khan, Muhammad Azmi Umer, Zaki Masood, Chuadhry Mujeeb Ahmed
2025 J jnl
Attack Pattern Mining to Discover Hidden Threats to Industrial Control Systems.
CoRR
Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Aditya Mathur, Muhammad Taha Jilani
2025 J jnl
Decision tree based invariants for intrusion detection in industrial control system.
Comput. Secur.
Abdul Samiah, Muhammad Azmi Umer, Shama Siddiqui
2022 — conf
A Data-Centric Approach to Generate Invariants for a Smart Grid Using Machine Learning.
SAT-CPS@CODASPY
Danish Hudani, Muhammad Haseeb, Muhammad Taufiq, Muhammad Azmi Umer, Nandha Kumar Kandasamy
2022 J jnl
A Data-Centric Approach to Generate Invariants for a Smart Grid Using Machine Learning.
CoRR
Danish Hudani, Muhammad Haseeb, Muhammad Taufiq, Muhammad Azmi Umer, Nandha Kumar Kandasamy
2022 — conf
Effect of time patterns in mining process invariants for industrial control systems: an experimental study.
SEA4DQ@ESEC/SIGSOFT FSE
Muhammad Azmi Umer, Aditya Mathur, Muhammad Taha Jilani
2022 J jnl
Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations.
CoRR
Muhammad Azmi Umer, Khurum Nazir Junejo, Muhammad Taha Jilani, Aditya P. Mathur
2022 J jnl
Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations.
Int. J. Crit. Infrastructure Prot.
Muhammad Azmi Umer, Khurum Nazir Junejo, Muhammad Taha Jilani, Aditya P. Mathur
2021 — conf
Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning.
CPSIOTSEC@CCS
Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Muhammad Taha Jilani, Aditya P. Mathur
2021 J jnl
Attack Rules: An Adversarial Approach to Generate Attacks for Industrial Control Systems using Machine Learning.
CoRR
Muhammad Azmi Umer, Chuadhry Mujeeb Ahmed, Muhammad Taha Jilani, Aditya P. Mathur
2020 J jnl
Generating invariants using design and data-centric approaches for distributed attack detection.
Int. J. Crit. Infrastructure Prot.
Muhammad Azmi Umer, Aditya Mathur, Khurum Nazir Junejo, Sridhar Adepu
2017 — conf
Integrating Design and Data Centric Approaches to Generate Invariants for Distributed Attack Detection.
CPS-SPC@CCS
Muhammad Azmi Umer, Aditya Mathur, Khurum Nazir Junejo, Sridhar Adepu