All Stories

  1. An approach for assessing the functional vulnerabilities criticality of CPS components

    Article • Cyber Security and Applications, December 2025, Elsevier

    Lyudmila Sukhostat

  2. Radon transform based malware classification in cyber-physical system using deep learning

    Article • Results in Control and Optimization, March 2024, Elsevier

    Lyudmila Sukhostat

  3. IMPROVED PARALLEL BIG DATA CLUSTERING BASED ON K-MEDOIDS AND K-MEANS ALGORITHMS

    Article • Problems of Information Technology, January 2024, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Lyudmila Sukhostat

  4. Analysis of the Demographic Situation in the Republic of Azerbaijan: Challenges and Opportunities for the Country

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Lyudmila Sukhostat

  5. COVID-19: Cybersecurity Issues in Times of Pandemic

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Lyudmila Sukhostat

  6. Analysis of the demographic situation in the Republic of Azerbaijan: challenges and opportunities for the country

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Lyudmila Sukhostat

  7. Proactive computer network monitoring based on homogeneous deep neural ensemble

    Article • Results in Control and Optimization, June 2023, Elsevier

    Lyudmila Sukhostat

  8. Anomaly Detection in Industrial Control System Based on the Hierarchical Hidden Markov Model

    Article • November 2022, IOS Press

    Lyudmila Sukhostat

  9. Cybersecurity for Critical Infrastructure Protection via Reflection of Industrial Control Systems

    Article • November 2022, IOS Press

    Lyudmila Sukhostat

  10. History matching of petroleum reservoirs using deep neural networks

    Article • Intelligent Systems with Applications, November 2022, Elsevier

    Lyudmila Sukhostat

  11. Anomaly Detection in Cyber-Physical Systems based on BiGRU-VAE

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Lyudmila Sukhostat

  12. Automatic facies detection based on oilfield core images

    Article • Petroleum Science and Technology, July 2022, Taylor & Francis

    Lyudmila Sukhostat

  13. Application of Extreme Learning Machine to Reservoir Proxy Modeling

    Article • Environmental Modeling & Assessment, June 2022, Springer Science + Business Media

    Lyudmila Sukhostat

  14. Survey on some security solutions for modern industrial control systems

    Article • Telecommunications, January 2022, Science & Technology

    Lyudmila Sukhostat

  15. Survey on some security solutions for modern industrial control systems

    Article • Telecommunications, January 2022, Science & Technology

    Lyudmila Sukhostat

  16. AN INTELLIGENT MODEL BASED ON DEEP TRANSFER LEARNING FOR DETECTING ANOMALIES IN CYBER-PHYSICAL SYSTEMS

    Article • Radio Electronics Computer Science Control, October 2021, Zaporizhzhia National Technical University

    Lyudmila Sukhostat

  17. Plant disease detection based on a deep model

    Article • Soft Computing, September 2021, Springer Science + Business Media

    Lyudmila Sukhostat

  18. Hybrid DeepGCL model for cyber-attacks detection on cyber-physical systems

    Article • Neural Computing and Applications, May 2021, Springer Science + Business Media

    Lyudmila Sukhostat

  19. Parallel batch k-means for Big data clustering

    Article • Computers & Industrial Engineering, February 2021, Elsevier

    Lyudmila Sukhostat

  20. Weighted consensus clustering and its application to Big data

    Article • Expert Systems with Applications, July 2020, Elsevier

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  21. Intelligent diagnosis of petroleum equipment faults using a deep hybrid model

    Article • SN Applied Sciences, April 2020, Springer Science + Business Media

    Lyudmila Sukhostat

  22. Вопросы защиты персональных данных в киберфизических системах

    Article • November 2019, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Lyudmila Sukhostat

  23. An efficient algorithm for big data clustering on a single machine

    Article • CAAI Transactions on Intelligence Technology, November 2019, the Institution of Engineering and Technology (the IET)

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  24. Consensus Clustering by Weight Optimization of Input Partitions

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  25. Lithological facies classification using deep convolutional neural network

    Article • Journal of Petroleum Science and Engineering, March 2019, Elsevier

    Lyudmila Sukhostat

  26. Обнаружение атак на киберфизические системы на основе глубокого обучения

    Article • December 2018, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Lyudmila Sukhostat

  27. AN IMPROVED ENSEMBLE APPROACH FOR DOS ATTACKS DETECTION

    Article • Radio Electronics Computer Science Control, October 2018, Zaporizhzhia National Technical University

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  28. Cyber-physical systems and their security issues

    Article • Computers in Industry, September 2018, Elsevier

    Lyudmila Sukhostat

  29. Weighted Clustering for Anomaly Detection in Big Data

    Article • Statistics Optimization & Information Computing, June 2018, International Academic Press

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  30. Обнаружение DoS атак с применением ансамбля классификаторов

    Article • December 2017, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  31. An Anomaly Detection Based on Optimization

    Article • International Journal of Intelligent Systems and Applications, December 2017, MECS Publisher

    Lyudmila Sukhostat

  32. Anomaly Detection in Big Data based on Clustering

    Article • Statistics Optimization & Information Computing, November 2017, International Academic Press

    Dr Ramiz M. Aliguliyev, Lyudmila Sukhostat

  33. NETWORK TRAFFIC ANOMALIES DETECTION BASED ON INFORMATIVE FEATURES

    Article • Radio Electronics Computer Science Control, November 2017, Zaporizhzhia National Technical University

    Lyudmila Sukhostat

  34. Обеспечение информационной безопасности киберфизических систем

    Article • May 2017, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Lyudmila Sukhostat

  35. ADAPTIVE NOISE REDUCTION METHOD BASED ON EMPIRICAL WAVELET TRANSFORM

    Article • Problems of Information Technology, January 2017, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Lyudmila Sukhostat

  36. Anomaly detection in network traffic using extreme learning machine

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Lyudmila Sukhostat

  37. DIALECTS RECOGNITION BASED ON ACOUSTIC MODEL

    Article • Problems of Information Technology, July 2016, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Lyudmila Sukhostat

  38. A Comparative Analysis of Pitch Detection Methods Under the Influence of Different Noise Conditions

    Article • Journal of Voice, July 2015, Elsevier

    Lyudmila Sukhostat

  39. PITCH PERIOD ESTIMATION METHOD USING EMPIRICAL WAVELET TRANSFORM

    Article • Radio Electronics Computer Science Control, January 2015, Zaporizhzhia National Technical University

    Lyudmila Sukhostat

  40. An advanced channel compensation method for speaker recognition

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Lyudmila Sukhostat

  41. New feature vector extraction method for speaker recognition

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Lyudmila Sukhostat

  42. A method for cryptographic key generation from fingerprints

    Article • Automatic Control and Computer Sciences, April 2012, Allerton Press

    Lyudmila Sukhostat

  43. SVM based recognition of Azerbaijani vowels

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Lyudmila Sukhostat