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Elshan Baghirov
Observed name:
E. Baghirov
Institution:
Institute of Information Technology
Observed institutions:
Azerbaijan National Academy of Sciences,
Azerbaijan Technical University,
Institute of Information Technology
ORCID:
0000-0002-5940-4136
Observed ORCID:
0000-0002-5940-4136
OpenAlex ID:
A5040791152
A comprehensive investigation into robust malware detection with explainable AI
2024
·
E. Baghirov
·
Cyber Security and Applications
·
46
Techniques of Malware Detection: Research Review
2021
·
Elshan Baghirov
·
IEEE International Conference on Application of Information and Communication Technologies (AICT)
·
19
Detecting Obfuscated Malware Infections on Windows Using Ensemble Learning Techniques
2025
·
Yadigar Imamverdiyev
, Elshan Baghirov
, et al.
·
Informatics and Automation
·
6
PDF
A comprehensive framework for real-time malware detection and monitoring in production
2024
·
Elshan Baghirov
·
International Journal on Information Technologies and Security
·
6
PDF
Comprehensive Framework for Malware Detection: Leveraging Ensemble Methods, Feature Selection and Hyperparameter Optimization
2023
·
Elshan Baghirov
·
IEEE International Conference on Application of Information and Communication Technologies (AICT)
·
6
Evaluating the Performance of Different Machine Learning Algorithms for Android Malware Detection
2023
·
Elshan Baghirov
·
International Conference on Problems of Cybernetics and Informatics (PCI)
·
6
Malware Detection Based on Opcode Frequency
2023
·
Elshan Baghirov
·
Problems of Information Technology
·
5
PDF
Advanced Machine Learning and Interpretability for Windows Malware Detection
2024
·
Elshan Baghirov
·
Journal of modern technology and engineering.
·
2
PDF
Evasion Techniques in Malware Detection: Challenges and Countermeasures
2024
·
Yadigar Imamverdiyev
, Elshan Baghirov
·
Problems of Information Technology
·
2
PDF
Building robust malware detection through conditional Generative Adversarial Network-based data augmentation
2024
·
Elshan Baghirov
·
Program systems theory and applications
·
1
Deep Learning for Malware Detection: TransformerBased Analysis of Windows Executables
2026
·
Elshan Baghirov
·
Republican Scientific-Practical Conference "Actual Problems of Cybersecurity and Digital Forensics"
PDF
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Works count:
11
Citation count:
99
H-index:
6
I10-index:
2
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