A. (Azqa) Nadeem
A. (Azqa) Nadeem
Profile
Expertise
My research involves the following:
- Sequential Behavioral Modelling
- Unsupervised Machine Learning
- Cyber Data Analytics
- Network Traffic Analysis
- Malware analysis
- Alert-driven attack graphs
Biography
I am a PhD candidate in the
Cyber Analytics Lab @ Cyber Security group at Delft University of Technology. I work under the supervision of Dr. ir. Sicco Verwer.
My research lies at the intersection of
Machine Learning and Cyber Security. Specifically, I develop explainable defensive security pipelines to analyze network attacks.
Next to research, I am also a junior lecturer. I teach introductory cybersecurity to BSc students at TU Delft.
For more details, visit my
homepage.
Expertise
Publications
-
2024
Cybersecurity as a Crosscutting Concept Across an Undergrad Computer Science Curriculum
An Experience Report
Azqa Nadeem -
2024
Understanding Adversary Behavior via XAI
Leveraging Sequence Clustering To Extract Threat Intelligence
A. Nadeem -
2023
Learning About the Adversary
A. Nadeem / S.E. Verwer / Shanchieh Jay Yang
-
2023
SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting
Azqa Nadeem / Sicco Verwer
-
2023
SoK
Explainable Machine Learning for Computer Security Applications
Azqa Nadeem / Daniël Vos / Clinton Cao / Luca Pajola / Simon Dieck / Robert Baumgartner / Sicco Verwer -