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Personal profile

Education/Academic qualification

Electrical Engineering, Master in Telecommunication Engineering, Reinforcement Learning Techniques for Computation Offloading for Connected Vehicle Applications, University of Valladolid

10 Sept 202028 Apr 2022

Award Date: 28 Apr 2022

Electrical Engineering, Bachelor in Telecommunication Engineering Technologies, Dynamic Routing in Transport Networks via Reinforcement Learning, University of Valladolid

10 Sept 201610 Sept 2020

Award Date: 10 Sept 2020

External positions

Vulcanus in Japan 2021/2022 Intern, Nippon Telegraph & Telephone

6 Sept 202131 Mar 2022

Software Developer Internship, LUCE Innovative Technologies

10 Jun 201910 Sept 2019

Keywords

  • Computer Science
  • Artificial Intelligence (AI)
  • Internet of Things
  • Cybersecurity
  • Security
  • Communication and Informatics
  • Computational Offloading
  • Multi-Access Edge Computing (MEC)

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Collaborations from the last five years

Dive into details by clicking on the dots.
  • MetaLung: Towards a Secure Architecture for Lung Cancer Patient Care on the Metaverse

    Zanitti, M., Ferens, M., Ferrarin, A., Trovò, F., Miskovic, V., Prelaj, A., Shen, M. & Kosta, S., 6 Oct 2023, Proceedings - 2023 IEEE International Conference on Metaverse Computing, Networking and Applications, MetaCom 2023. IEEE, p. 201-208 8 p. 10271813

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • ML for Attack and Defense of PUFs: Current Status and Future Directions

    Ferens, M., Dushku, E. & Kosta, S., 26 Jul 2023, Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference. Mehmood, R., Alves, V., Praça, I., Wikarek, J., Parra-Domínguez, J., Loukanova, R., de Miguel, I., Pinto, T., Nunes, R. & Ricca, M. (eds.). Springer, p. 389-398 10 p. (Lecture Notes in Networks and Systems, Vol. 741).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Securing PUFs Against ML Modeling Attacks via an Efficient Challenge-Response Approach

    Ferens, M., Dushku, E. & Kosta, S., 29 Aug 2023, IEEE INFOCOM 2023 - Conference on Computer Communications Workshops, INFOCOM WKSHPS 2023. IEEE, p. 1-6 6 p. 10226062. (IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Deep Reinforcement Learning Applied to Computation Offloading of Vehicular Applications: A Comparison

    Ferens, M., Hortelano, D., De Miguel, I., Durán Barroso, R. J., Aguado, J. C., Ruiz, L., Merayo, N., Fernández, P., Lorenzo, R. M. & Abril, E. J., 29 Sept 2022, 2022 International Balkan Conference on Communications and Networking, BalkanCom 2022. IEEE, p. 31-35 5 p.

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    1 Citation (Scopus)