Development of risk factor management method for federation of clouds. - Rasim M. Alguliyev; Fargana J. Abdullayeva (ICCVE, 2014)

Deep Learning Method for Denial of Service Attack Detection Based on Restricted Boltzmann Machine. - Yadigar N. Imamverdiyev; Fargana J. Abdullayeva (Big Data, 2018)

Deep Learning Method for Prediction of DDoS Attacks on Social Media. - Rasim M. Alguliyev; Ramiz M. Aliguliyev; Fargana J. Abdullayeva (Adv. Data Sci. Adapt. Anal., 2019)

PSO-based Load Balancing Method in Cloud Computing. - Rasim M. Alguliyev; Yadigar N. Imamverdiyev; Fargana J. Abdullayeva (Autom. Control. Comput. Sci., 2019)

Hybridisation of classifiers for anomaly detection in big data. - Rasim M. Alguliyev; Ramiz M. Aliguliyev; Fargana Jabbar Abdullayeva (Int. J. Big Data Intell., 2019)

The Improved LSTM and CNN Models for DDoS Attacks Prediction in Social Media. - Rasim M. Alguliyev; Ramiz M. Aliguliyev; Fargana J. Abdullayeva (Int. J. Cyber Warf. Terror., 2019)

Privacy-preserving deep learning algorithm for big personal data analysis. - Rasim M. Alguliyev; Ramiz M. Aliguliyev; Fargana J. Abdullayeva (J. Ind. Inf. Integr., 2019)

Condition Monitoring of Equipment in Oil Wells using Deep Learning. - Yadigar N. Imamverdiyev; Fargana J. Abdullayeva (Adv. Data Sci. Adapt. Anal., 2020)

Deep Learning in Cybersecurity: Challenges and Approaches. - Yadigar N. Imamverdiyev; Fargana J. Abdullayeva (Int. J. Cyber Warf. Terror., 2020)

Advanced Persistent Threat attack detection method in cloud computing based on autoencoder and softmax regression algorithm. - Fargana J. Abdullayeva (Array, 2021)

Cloud Computing Virtual Machine Workload Prediction Method Based on Variational Autoencoder. - Fargana J. Abdullayeva (Int. J. Syst. Softw. Secur. Prot., 2021)

Distributed denial of service attack detection in E-government cloud via data clustering. - Fargana J. Abdullayeva (Array, 2022)

Convolutional Neural Network-Based Automatic Diagnostic System for AL-DDoS Attacks Detection. - Fargana J. Abdullayeva (Int. J. Cyber Warf. Terror., 2022)

Diagnosis of pneumonia in the lungs in the conditions of the COVID-19 pandemic using ensemble learning methods. - Fargana J. Abdullayeva; Suleyman Suleymanzade (Int. J. Reason. based Intell. Syst., 2022)

Image-based malicious Internet content filtering method for child protection. - Rasim M. Alguliyev; Fargana J. Abdullayeva; Sabira S. Ojagverdiyeva (J. Inf. Secur. Appl., 2022)

Internet of Things-based healthcare system on patient demographic data in Health 4.0. - Fargana J. Abdullayeva (CAAI Trans. Intell. Technol., 2022)

Fuzzy expert system for access control of children to the internet. - Rasim M. Alguliyev; Fargana J. Abdullayeva; Sabira S. Ojagverdiyeva (Int. J. Reason. based Intell. Syst., 2024)

Estimating Page Ranks with Inductive Capability of Graph Neural Networks and Zone Partitioning in Information Retrieval. - Fargana J. Abdullayeva; Suleyman Suleymanzade (Autom. Control. Comput. Sci., 2025)