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Mehrnoosh Monshizadeh

    20142023

    Research activity per year

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    • 2023

      A Deep Intrusion Detection Model for Network Traffic Payload Analysis

      Hojjatinia, S., Monshizadeh, M. & Khatri, V., 2023, 2023 31st International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2023. Begusic, D., Rozic, N., Radic, J. & Saric, M. (eds.). IEEE, 7 p. (SoftCOM).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    • Machine Learning Techniques to Detect Known and Novel Cyber-attacks

      Monshizadeh, M., 2023, Aalto University. 181 p.

      Research output: ThesisDoctoral ThesisCollection of Articles

      Open Access
    • 2022

      A deep density based and self-determining clustering approach to label unknown traffic

      Monshizadeh, M., Khatri, V., Kantola, R. & Yan, Z., Nov 2022, In: Journal of Network and Computer Applications. 207, 18 p., 103513.

      Research output: Contribution to journalArticleScientificpeer-review

      Open Access
      File
      6 Citations (Scopus)
      37 Downloads (Pure)
    • Ethernet Communication over IP Transport for Industrial and Private Cellular Network

      Khatri, V., Monshizadeh, M. & Tiirikainen, K., 2022, 2022 30th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2022. Begusic, D., Rozic, N., Radic, J. & Saric, M. (eds.). IEEE, (SoftCOM).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      1 Citation (Scopus)
    • 2021

      Improving Data Generalization with Variational Autoencoders for Network Traffic Anomaly Detection

      Monshizadeh, M., Khatri, V., Gamdou, M., Kantola, R. & Yan, Z., 2021, In: IEEE Access. 9, p. 56893-56907 15 p., 9399440.

      Research output: Contribution to journalArticleScientificpeer-review

      Open Access
      File
      10 Citations (Scopus)
      223 Downloads (Pure)
    • 2019

      Intelligent Defense and Filtration Platform for Network Traffic

      Monshizadeh, M., Hätönen, K. & Khatri, V., 4 Jul 2019, (Submitted) IPC No. G06N 99/ 00 A I, Patent No. WO2019129915, Priority date 29 Dec 2017, Priority No. WO2017FI50953

      Research output: Patent

    • IoT Use Cases and Implementations

      Monshizadeh, M., Khatri, V., Koskimies, O. & Honkanen, M., 2019, IoT Security: Advances in Authentication. Liyanage, M., Braeken, A., Kumar, P. & Ylianttila, M. (eds.). John Wiley & Sons, p. 247-266 20 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    • Performance Evaluation of a Combined Anomaly Detection Platform

      Monshizadeh, M., Khatri, V., Atli, B., Kantola, R. & Yan, Z., 24 Jul 2019, In: IEEE Access. 7, 2169-3536 , p. 100964-100978 15 p.

      Research output: Contribution to journalArticleScientificpeer-review

      Open Access
      File
      233 Downloads (Pure)
    • Security for Vertical Industries

      Monshizadeh, M., Khatri, V. & Adam, I., 2019, Wiley 5G Ref: The Essential 5G reference Online. John Wiley & Sons, p. 1-14 14 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    • 2018

      An intelligent defense and filtration platform for network traffic

      Monshizadeh, M., Khatri, V., Atli, B. & Kantola, R., 1 Jan 2018, Wired/Wireless Internet Communications - 16th IFIP WG 6.2 International Conference, WWIC 2018, Proceedings. Chowdhury, K. R., Di Felice, M., Sheng, B. & Matta, I. (eds.). Springer, p. 107-118 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10866 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      2 Citations (Scopus)
    • Anomaly Detection in Software Defined Networking

      Monshizadeh, M., Khatri, V., Hatonen, K. K. & Kalliola, A., 14 Feb 2018, IPC No. H04W 12/ 12 A I, Patent No. EP3282665, Priority date 10 Aug 2016, Priority No. EP20160183515

      Research output: Patent

    • LiaaS: Lawful Interception as a Service

      Monshizadeh, M., Khatri, V., Varfan, M. & Kantola, R., 2018, 2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM) . IEEE, p. 268-273 6 p. (International Conference on Software, Telecomm unications and Computer Networks).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      524 Downloads (Pure)
    • loT security

      Monshizadeh, M. & Khatri, V., 15 Feb 2018, A Comprehensive Guide to 5G Security. John Wiley & Sons, p. 247-266 20 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

      1 Citation (Scopus)
    • Mobile virtual network operators (MVNO) security

      Monshizadeh, M. & Khatri, V., 15 Feb 2018, A Comprehensive Guide to 5G Security. John Wiley & Sons, p. 323-345 23 p.

      Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    • Security Architecture for Machine Type Communications

      Monshizadeh, M., Khatri, V. & Tiirikainen, K. J. T., 19 Jul 2018, (Submitted) IPC No. H04W 12/ 12 A I, Patent No. WO2018130274, Priority date 11 Jan 2017, Priority No. WO2017EP50473

      Research output: Patent

    • 2017

      An adaptive detection and prevention architecture for unsafe traffic in SDN enabled mobile networks

      Monshizadeh, M., Khatri, V. & Kantola, R., 20 Jul 2017, Proceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network and Service Management. IEEE, p. 883-884 2 p. 7987395

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      9 Citations (Scopus)
    • An Orchestrated Security Platform for Internet of Robots

      Monshizadeh, M., Khatri, V., Kantola, R. & Yan, Z., 2017, Green, Pervasive, and Cloud Computing - 12th International Conference, GPC 2017, Proceedings. Springer, Vol. 10232 LNCS. p. 298-312 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10232 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      6 Citations (Scopus)
    • Detection as a service: An SDN application

      Monshizadeh, M., Khatri, V. & Kantola, R., 29 Mar 2017, 19th International Conference on Advanced Communications Technology: Opening Era of Smart Society, ICACT 2017 - Proceeding. IEEE, p. 285-290 6 p. 7890099

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      21 Citations (Scopus)
    • 2016

      NFV Security Considerations for Cloud-Based Mobile Virtual Network Operators

      Monshizadeh, M., Khatri, V. & Gurtov, A., Dec 2016, 2016 24th International Conference on Software, Telecommunications and Computer Networks (SoftCOM). Rozi´c, N., Begusi´c, D., Sari´c, M. & Soli´c, P. (eds.). IEEE, p. 228-232 5 p. (International Conference on Software, Telecommunications and Computer Networks).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      10 Citations (Scopus)
    • 2015

      Cloudification and Security Implication of TaaS

      Monshizadeh, M., Yan, Z., Hippeläinen, L. & Khatri, V., 2015, In: NNGT International Journal on Information Security. 4

      Research output: Contribution to journalArticleScientificpeer-review

    • Cloudification and security implications of TaaS

      Monshizadeh, M., Yan, Z., Hippelainen, L. & Khatri, V., 2015, World Symposium on Computer Networks and Information Security (WSCNIS 2015), Hammamet, Tunisia, Sept 19-21, 2015.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      6 Citations (Scopus)
    • 2014

      Security related data mining

      Monshizadeh, M. & Yan, Z., 2014, The IEEE International Workshop on Data, Text, Web and Social Networking Mining, DTWSM 2014, In conjunction with 14th IEEE International Conference on Computer and Information Technology (CIT 2014),Xi.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      17 Citations (Scopus)
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