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
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2022
Alert-driven Attack Graph Generation using S-PDFA
A. Nadeem / S.E. Verwer / Stephen Moskal / Shanchieh Jay Yang
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2022
Intelligent Malware Defenses
A. Nadeem / Vera Rimmer / Joosen Wouter / S.E. Verwer
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2022
Open-World Network Intrusion Detection
Vera Rimmer / Azqa Nadeem / Sicco Verwer / Davy Preuveneers / Wouter Joosen
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2022
SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting
A. Nadeem / S.E. Verwer
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2021
Beyond Labeling
Using Clustering to Build Network Behavioral Profiles of Malware Families
A. Nadeem / C.A. Hammerschmidt / C. Hernandez Ganan / S.E. Verwer -