Azqa Nadeem

According to our database, Azqa Nadeem authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Understanding Adversary Behavior via XAI: Leveraging Sequence Clustering To Extract Threat Intelligence.

Azqa Nadeem

PhD thesis, 2024

Forecasting Attacker Actions using Alert-driven Attack Graphs.

Ion Babalau, Azqa Nadeem

CoRR, 2024

Cybersecurity as a Crosscutting Concept Across an Undergrad Computer Science Curriculum: An Experience Report.

Azqa Nadeem

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

2023

Critical Path Prioritization Dashboard for Alert-driven Attack Graphs.

Sònia Leal Díaz, Sergio Pastrana, Azqa Nadeem

CoRR, 2023

SoK: Explainable Machine Learning for Computer Security Applications.

Azqa Nadeem, Daniël Vos, Clinton Cao, Luca Pajola, Simon Dieck, Robert Baumgartner, Sicco Verwer

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

2022

Open-World Network Intrusion Detection.

Vera Rimmer, Azqa Nadeem, Sicco Verwer, Davy Preuveneers, Wouter Joosen

Security and Artificial Intelligence, 2022

Intelligent Malware Defenses.

Azqa Nadeem, Vera Rimmer, Wouter Joosen, Sicco Verwer

Security and Artificial Intelligence, 2022

Alert-Driven Attack Graph Generation Using S-PDFA.

Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang

IEEE Trans. Dependable Secur. Comput., 2022

Robust Attack Graph Generation.

Dennis Mouwen, Sicco Verwer, Azqa Nadeem

CoRR, 2022

SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting.

Azqa Nadeem, Sicco Verwer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

SAGE: Intrusion Alert-driven Attack Graph Extractor.

Azqa Nadeem, Sicco Verwer, Shanchieh Jay Yang

Proceedings of the IEEE Symposium on Visualization for Cyber Security, 2021

Enabling Visual Analytics via Alert-driven Attack Graphs.

Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Hybrid Connection and Host Clustering for Community Detection in Spatial-Temporal Network Data.

Mark Patrick Roeling, Azqa Nadeem, Sicco Verwer

Proceedings of the ECML PKDD 2020 Workshops, 2020

The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search.

Sicco Verwer, Azqa Nadeem, Christian A. Hammerschmidt, Laurens Bliek, Abdullah Al-Dujaili, Una-May O'Reilly

Proceedings of the AISec@CCS 2020: Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security, 2020

2019

MalPaCA: Malware Packet Sequence Clustering and Analysis.

Azqa Nadeem, Christian A. Hammerschmidt, Carlos Hernandez Gañán, Sicco Verwer

CoRR, 2019

2018

Investigating type declaration mismatches in Python.

Luca Pascarella, Achyudh Ram, Azqa Nadeem, Dinesh Bisesser, Norman Knyazev, Alberto Bacchelli

Proceedings of the 2018 IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation, 2018

Adaptive Cache Mode Selection for Queries over Raw Data.

Tahir Azim, Azqa Nadeem, Anastasia Ailamaki

Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2018