Shamoona Imtiaz, Doctoral student


Shamoona is a PhD student at MDU since May 2020. She received her master degree in Information Security from Stockholm University in 2019. Shamoona is also Certified Ethical Hacker (CEH) from EC-Council, Security+ from CompTIA and CLOUDERA Certified Administrator for Apache Hadoop (CCAH).

Her main research focus is profiling of low-level resources and fingerprinting of applications for detection purposes such as detection of malicious activities, QoS degradation, resource contention etc.

Shamoona is also teaching cyber security in various courses at MDU.


Shamoona's current research interest are profiling of low-level resources and fingerprinting of applications for detection purposes such as detection of malicious activities, QoS degradation, resource contention etc.

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Latest publications:

Enhancing Cybersecurity through Comprehensive Investigation of Data Flow-Based Attack Scenarios (Oct 2024)
Sara Abbaspour, Shamoona Imtiaz, Alireza Dehlaghi Ghadim, Mikael Sjödin, Marjan Sirjani
Journal of Cybersecurity and Privacy (JCP)

Predicting Cache Behaviour of Concurrent Applications (Sep 2024)
Shamoona Imtiaz, Moris Behnam, Gabriele Capannini, Jan Carlson, Marcus Jägemar
29th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA2024)

Automatic Clustering of Performance Events (Sep 2023)
Shamoona Imtiaz, Gabriele Capannini, Jan Carlson, Moris Behnam, Marcus Jägemar
28th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA2023) (ETFA2023)

Automatic Segmentation of Resource Utilization Data (Dec 2022)
Shamoona Imtiaz, Moris Behnam, Gabriele Capannini, Jan Carlson, Marcus Jägemar
1st IEEE Industrial Electronics Society Annual On-Line Conference (ONCON2022)

Automatic Platform-Independent Monitoring and Ranking of Hardware Resource Utilization (Sep 2021)
Shamoona Imtiaz, Jakob Danielsson, Moris Behnam, Gabriele Capannini, Jan Carlson, Marcus Jägemar
26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)

Towards Automatic Application Fingerprinting Using Performance Monitoring Counters (May 2021)
Shamoona Imtiaz, Jakob Danielsson, Moris Behnam, Gabriele Capannini, Jan Carlson, Marcus Jägemar
7th international Conference on the Engineering of Computer Based Systems (ECBS 2021)