Projects per year
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 2020 → 28 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 2016 → 10 Sept 2020
Award Date: 10 Sept 2020
External positions
Vulcanus in Japan 2021/2022 Intern, Nippon Telegraph & Telephone
6 Sept 2021 → 31 Mar 2022
Software Developer Internship, LUCE Innovative Technologies
10 Jun 2019 → 10 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
Projects
- 1 Active
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MSCA ITN IoTalentum: Internet of Things - Advance Learning in Networked Training
Skouby, K. E., Kosta, S., Waleed, M. & Ferens Michalek, M. J.
01/10/2020 → 30/06/2025
Project: Research
Research output
- 4 Article in proceeding
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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. 10271813Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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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 proceeding › Article in proceeding › Research › peer-review
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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 proceeding › Article in proceeding › Research › peer-review
1 Citation (Scopus) -
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 proceeding › Article in proceeding › Research › peer-review
1 Citation (Scopus)
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2023 IEEE International Conference on Metaverse Computing, Networking and Applications
Mieszko Jan Ferens Michalek (Participant) & Michele Zanitti (Participant)
26 Jun 2023 → 28 Jun 2023Activity: Attending an event › Conference organisation or participation
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Securing PUFs against ML Modeling Attacks via an Efficient Challenge-Response Approach
Mieszko Jan Ferens Michalek (Speaker)
20 May 2023Activity: Talks and presentations › Conference presentations
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Zero-cost CRP Exchange Protocol for PUF Hardening against Modelling Attacks
Mieszko Jan Ferens Michalek (Speaker)
25 Nov 2022Activity: Talks and presentations › Guest lecturers
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Deep Reinforcement Learning Applied to Computational Offloading of Vehicular Applications: A Comparison
Mieszko Jan Ferens Michalek (Speaker)
22 Aug 2022Activity: Talks and presentations › Conference presentations