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Fargana J. Abdullayeva

Observed names: Abdullayeva, Fargana, F. C. Abdullayeva, F. J. Abdullayeva, Fargana Abdullayeva, Fargana Dzhabar kyzy Abdullayeva, Fargana J Abdullayeva, Fargana Jabbar Abdullayeva
ORCID: 0000-0003-2288-6255
Observed ORCIDs: 0000-0003-2288-6255, 0000-0001-8908-9854
OpenAlex ID: A5084967592
Deep Learning Method for Denial of Service Attack Detection Based on Restricted Boltzmann Machine
2018 · Yadigar Imamverdiyev, Fargana Abdullayeva · Big Data · 113
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Cyber resilience and cyber security issues of intelligent cloud computing systems
2023 · Fargana Abdullayeva · Results in Control and Optimization · 103
Advanced Persistent Threat attack detection method in cloud computing based on autoencoder and softmax regression algorithm
2021 · Fargana J. Abdullayeva · Array · 75
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Privacy-preserving deep learning algorithm for big personal data analysis
2019 · Rasim M. Alguliyev, Ramiz M. Aliguliyev, et al. · Journal of Industrial Information Integration · 66
PSO-based Load Balancing Method in Cloud Computing
2019 · R. M. Alguliyev, Y. N. Imamverdiyev, et al. · Automatic Control and Computer Sciences · 50
Ddos Attack Detection in E-Government Cloud Via Data Clustering
2021 · Fargana J. Abdullayeva · Array · 48
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Internet of Things‐based healthcare system on patient demographic data in Health 4.0
2022 · Fargana J. Abdullayeva · CAAI Transactions on Intelligence Technology · 44
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Development of Oil Production Forecasting Method based on Deep Learning
2019 · Fargana Abdullayeva, Yadigar Imamverdiyev · Statistics Optimization & Information Computing · 41
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Deep Learning in Cybersecurity: Challenges and Approaches
2020 · Yadigar N. Imamverdiyev, Fargana J. Abdullayeva · International Journal of Cyber Warfare and Terrorism · 29
PSO+K-means Algorithm for Anomaly Detection in Big Data
2019 · Rasim M. Alguliyev, Ramiz M. Aliguliyev, et al. · Statistics Optimization & Information Computing · 26
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Cyber security attack recognition on cloud computing networks based on graph convolutional neural network and graphsage models
2024 · Fargana Abdullayeva, Suleyman Suleymanzade · Results in Control and Optimization · 24
Deep Learning Method for Prediction of DDoS Attacks on Social Media
2019 · Rasim M. Alguliyev, Ramiz M. Aliguliyev, et al. · Advances in Data Science and Adaptive Analysis · 23
The Improved LSTM and CNN Models for DDoS Attacks Prediction in Social Media
2019 · Rasim M. Alguliyev, Ramiz M. Aliguliyev, et al. · International Journal of Cyber Warfare and Terrorism · 17
Identity management based security architecture of cloud computing on multi-agent systems
2013 · R. M. Alguliev, F. C. Abdullayeva · International Conference on Innovative Computing Technology · 17
Multimodal deep neural network for UAV GPS jamming attack detection
2025 · Fargana Abdullayeva, Orkhan Valikhanli · Cyber Security and Applications · 12
Malware Detection in Cloud Computing using an Image Visualization Technique
2019 · Fargana Abdullayeva · IEEE International Conference on Application of Information and Communication Technologies (AICT) · 12
A survey on UAVs security issues: attack modeling, security aspects, countermeasures, open issues
2023 · Fargana Abdullayeva, Orkhan Valikhanli · Control and Cybernetics · 11
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Hybridisation of classifiers for anomaly detection in big data
2019 · Rasim M. Alguliyev, Ramiz M. Aliguliyev, et al. · International Journal of Big Data Intelligence · 10
Sign Language Hand Gesture Recognition Method based on Machine Learning
2022 · Fargana J. Abdullayeva, Kamala Sh. Gurbanova · IEEE International Conference on Application of Information and Communication Technologies (AICT) · 9
Image-based malicious Internet content filtering method for child protection
2022 · Rasim M. Alguliyev, Fargana J. Abdullayeva, et al. · Journal of Information Security and Applications · 9
Cloud Computing Virtual Machine Workload Prediction Method Based on Variational Autoencoder
2021 · Fargana J. Abdullayeva · International Journal of Systems and Software Security and Protection · 9
The Investigation of the Opportunities of Big Data Analytics as Analytics-as-a-service in Cloud Computing for Oil and Gas Industry
2016 · Ramiz Aliguliyev, Yadigar Imamverdiyev, et al. · Problems of Information Technology · 7
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Securing UAV Flight Data Using Lightweight Cryptography and Image Steganography
2025 · Orkhan Valikhanli, Fargana Abdullayeva · International Journal of Advanced Computer Science and Applications · 6
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Development of a method for detecting GPS spoofing attacks on unmanned aerial vehicles
2022 · Fargana Abdullayeva, Orkhan Valikhanli · Problems of Information Technology · 5
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Detection of Cyberattacks in Cloud Computing Service Delivery Models using Correlation based Feature Selection
2021 · Fargana J. Abdullayeva · IEEE International Conference on Application of Information and Communication Technologies (AICT) · 5
Works count: 58
Citation count: 831
H-index: 14
I10-index: 18
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