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Miss Keltoum Bendiab

Senior Research Associate

  1. 2020
  2. Published

    MALGRA: Machine learning and N-GRAM malware feature extraction and detection system

    Dr Muhammad Ali, Dr Stavros Shiaeles, Miss Gueltoum Bendiab & Bogdan Ghita, 26 Oct 2020, In: Electronics (Switzerland). 9, 11, 20 p., 1777.

    Research output: Contribution to journalArticlepeer-review

  3. Published

    Advanced metering infrastructures: security risks and mitigation

    Miss Gueltoum Bendiab, Konstantinos Panagiotis Grammatikakis, Ioannis Koufos, Nicholas Kolokotronis & Dr Stavros Shiaeles, 25 Aug 2020, Proceedings of the 15th International Conference on Availability, Reliability and Security, ARES 2020. Association for Computing Machinery, Inc, 8 p. 113. (ACM International Conference Proceedings Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. Published

    Detection of insider threats using artificial intelligence and visualisation

    Vasileios Koutsouvelis, Dr Stavros Shiaeles, Bogdan Ghita & Miss Gueltoum Bendiab, 12 Aug 2020, Proceedings of the 2020 IEEE Conference on Network Softwarization: Bridging the Gap Between AI and Network Softwarization, NetSoft 2020. De Turck, F., Chemouil, P., Wauters, T., Zhani, M. F., Cerroni, W., Pasquini, R. & Zhu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 437-443 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Published

    IoT malware network traffic classification using visual representation and deep learning

    Miss Gueltoum Bendiab, Dr Stavros Shiaeles, Abdulrahman Alruban & Nicholas Kolokotronis, 12 Aug 2020, Proceedings of the 2020 IEEE Conference on Network Softwarization: Bridging the Gap Between AI and Network Softwarization, NetSoft 2020. De Turck, F., Chemouil, P., Wauters, T., Zhani, M. F., Cerroni, W., Pasquini, R. & Zhu, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 444-449 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. 2019
  7. Published

    FaceWallGraph: using machine learning for profiling user behaviour from Facebook Wall

    Aimilia Panagiotou, Bogdan Ghita, Dr Stavros Shiaeles & Miss Gueltoum Bendiab, 12 Sep 2019, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings. Galinina, O., Andreev, S., Koucheryavy, Y. & Balandin, S. (eds.). Springer, p. 125-134 10 p. (Lecture Notes in Computer Science; vol. 11660).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Published

    Malware squid: a novel IoT malware traffic analysis framework using convolutional neural network and binary visualisation

    Robert Shire, Dr Stavros Shiaeles, Miss Gueltoum Bendiab, Bogdan Ghita & Nicholas Kolokotronis, 12 Sep 2019, Internet of Things, Smart Spaces, and Next Generation Networks and Systems: 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings. Galinina, O., Andreev, S., Balandin, S. & Koucheryavy, Y. (eds.). Springer Verlag, p. 65-76 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11660).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Published

    FCMDT: a novel fuzzy cognitive maps dynamic trust model for cloud federated identity management

    Miss Gueltoum Bendiab, Dr Stavros Shiaeles, S. Boucherkha & Bogdan Ghita, 1 Sep 2019, In: Computers and Security. 86, p. 270-290 21 p.

    Research output: Contribution to journalArticlepeer-review

  10. 2018
  11. Published

    WiP: a novel blockchain-based trust model for cloud identity management

    Miss Gueltoum Bendiab, Nicholas Kolokotronis, Dr Stavros Shiaeles & Samia Boucherkha, 29 Oct 2018, 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech). IEEE, p. 716-723 8 p. 8511969

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. Published

    A new dynamic trust model for "on Cloud" Federated Identity Management

    Miss Gueltoum Bendiab, Dr Stavros Shiaeles & Samia Boucherkha, 2 Apr 2018, 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS). IEEE, p. 1-5 5 p. 8328673. (IEEE NTMS Proceedings Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

ID: 20412975