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Azqa Nadeem
Azqa Nadeem
Assistant Professor at University of Twente
Verified email at utwente.nl - Homepage
Title
Cited by
Cited by
Year
SoK: Explainable machine learning for computer security applications
A Nadeem, D Vos, C Cao, L Pajola, S Dieck, R Baumgartner, S Verwer
2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), 221-240, 2023
362023
Alert-driven attack graph generation using S-PDFA
A Nadeem, S Verwer, S Moskal, SJ Yang
IEEE Transactions on Dependable and Secure Computing 19 (2), 731-746, 2021
362021
Beyond Labeling: Using Clustering to Build Network Behavioral Profiles of Malware Families
A Nadeem, C Hammerschmidt, CH Gañán, S Verwer
Malware Analysis Using Artificial Intelligence and Deep Learning, 381-409, 2021
14*2021
SAGE: Intrusion Alert-driven Attack Graph Extractor
A Nadeem, S Verwer, SJ Yang
IEEE Symposium on Visualization for Cyber Security (VizSec), 36-41, 2021
142021
The robust malware detection challenge and greedy random accelerated multi-bit search
S Verwer, A Nadeem, C Hammerschmidt, L Bliek, A Al-Dujaili, ...
Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security …, 2020
102020
Enabling visual analytics via alert-driven attack graphs
A Nadeem, S Verwer, S Moskal, SJ Yang
Proceedings of the 2021 ACM SIGSAC conference on computer and communications …, 2021
82021
Investigating type declaration mismatches in Python
L Pascarella, A Ram, A Nadeem, D Bisesser, N Knyazev, A Bacchelli
2018 IEEE Workshop on Machine Learning Techniques for Software Quality …, 2018
82018
Open-world network intrusion detection
V Rimmer, A Nadeem, S Verwer, D Preuveneers, W Joosen
Security and artificial intelligence: A crossdisciplinary approach, 254-283, 2022
62022
SECLEDS: sequence clustering in evolving data streams via multiple medoids and medoid voting
A Nadeem, S Verwer
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
32022
Intelligent malware defenses
A Nadeem, V Rimmer, W Joosen, S Verwer
Security and artificial intelligence: A crossdisciplinary approach, 217-253, 2022
32022
Clustering Malware's Network Behavior using Simple Sequential Features
A Nadeem
32018
Adaptive cache mode selection for queries over raw data
T Azim, A Nadeem, A Ailamaki
Ninth International Workshop on Accelerating Analytics and Data Management …, 2018
22018
Critical Path Prioritization Dashboard for Alert-driven Attack Graphs
SL Díaz, S Pastrana, A Nadeem
arXiv preprint arXiv:2310.13079, 2023
12023
Learning about the adversary
A Nadeem, S Verwer, SJ Yang
Autonomous Intelligent Cyber Defense Agent (AICA) A Comprehensive Guide, 105-132, 2023
12023
Robust Attack Graph Generation
D Mouwen, S Verwer, A Nadeem
Learning and Automata (LearnAut), 2022
12022
MalPaCA Feature Engineering-A comparative analysis between automated feature engineering and manual feature engineering on network traffic
S kyung Park, A Nadeem, S Verwer
12021
Understanding Adversary Behavior via XAI: Leveraging Sequence Clustering To Extract Threat Intelligence
A Nadeem
2024
Cybersecurity as a Crosscutting Concept Across an Undergrad Computer Science Curriculum: An Experience Report
A Nadeem
Proceedings of the ACM SIGCSE Technical Symposium on Computer Science …, 2024
2024
Critical Path Exploration Dashboard for Alert-driven Attack Graphs 🏆
A Nadeem, SL Dıaz, S Verwer
IEEE Symposium on Visualization for Cyber Security (VizSec), 2022
2022
Suffix-based Finite Automata for Learning Explainable Attacker Strategies
A Nadeem, S Verwer, SJ Yang
International workshop on Heterodox Methods for Interpretable and Efficient …, 2022
2022
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