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CORDIS - EU research results
CORDIS

MACHINE LEARNING-BASED, NETWORKING AND COMPUTING INFRASTRUCTURE RESOURCE MANAGEMENT OF 5G AND BEYOND INTELLIGENT NETWORKS

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Final report on optical access network for midhaul transportation and fixed-mobile integration (opens in new window)

Final report on optical access network for midhaul transportation and fixedmobile integration

Initial report on decentralized framework for confidentiality and hardware-accelerated security mechanisms (opens in new window)

Initial report on decentralized framework for confidentiality and hardwareaccelerated security mechanisms

Business Development Plan (opens in new window)
Final report on data privacy protocols in multi-tenant infrastructures (opens in new window)

Final report on data privacy protocols in multitenant infrastructures

Initial report on data privacy protocols in multi-tenant infrastructures (opens in new window)

Initial report on data privacy protocols in multitenant infrastructures

Initial report on distributed processing cell-free RAN and Hybrid MIMO fronthaul network design (opens in new window)

Initial report on distributed processing cellfree RAN and Hybrid MIMO fronthaul network design

Factsheet and project presentation (opens in new window)
Description and definition of targeted PoCs (opens in new window)
Final report on distributed processing cell-free RAN and Hybrid MIMO fronthaul network design (opens in new window)

Final report on distributed processing cellfree RAN and Hybrid MIMO fronthaul network design

Technical report on system integration and operation (opens in new window)
Final report on elastic MEC platform design and data-driven orchestration and automation (opens in new window)

Final report on elastic MEC platform design and datadriven orchestration and automation

Initial report on optical access network for midhaul transportation and fixed-mobile integration (opens in new window)

Initial report on optical access network for midhaul transportation and fixedmobile integration

Final report on O-RAN based Near-RT RIC for cell-free networking (opens in new window)

Final report on ORAN based NearRT RIC for cellfree networking

Final Press Release (opens in new window)
Press Release (opens in new window)
Initial report on O-RAN based Near-RT RIC for cell-free networking (opens in new window)

Initial report on ORAN based NearRT RIC for cellfree networking

1st release of the requirements and specifications of MARSAL's management and security components (opens in new window)

1st release of the requirements and specifications of MARSALs management and security components

Report on integrating the DU-RU and CU-Near-RT-RIC for cell-free operation (opens in new window)
MARSAL's network architecture specifications (opens in new window)

MARSALs network architecture specifications

2nd Report on dissemination, standardization & exploitation plans (opens in new window)

2nd Report on dissemination standardization exploitation plans

1st Report on dissemination, standardization & exploitation plans (opens in new window)

1st Report on dissemination standardization exploitation plans

Final release of the MARSAL architecture (including security) (opens in new window)

Final release of the MARSAL architecture including security

Final Report on dissemination, standardization & exploitation plans (opens in new window)
Final report on decentralized framework for confidentiality and hardware-accelerated security mechanisms (opens in new window)

Final report on decentralized framework for confidentiality and hardwareaccelerated security mechanisms

Initial report on elastic MEC platform design and data-driven orchestration and automation (opens in new window)

Initial report on elastic MEC platform design and datadriven orchestration and automation

Report on integrating MARSAL's security mechanisms for multi-tenant infrastructures (opens in new window)

Report on integrating MARSAL’s security mechanisms for multi-tenant infrastructures

Technical report on the integration of MARSAL technologies in the network architecture (opens in new window)
Report on integrating MARSAL's virtual elastic infrastructure (opens in new window)

Report on integrating MARSAL’s virtual elastic infrastructure

Final publishable activity report (opens in new window)

Publications

Towards Owner-Controlled Data Sharing (opens in new window)

Author(s): S. De Capitani di Vimercati, S. Foresti, G. Livraga, P. Samarati
Published in: Advances in Computing, Informatics, Networking and Cybersecurity: A Book Honoring Professor Mohammad S. Obaidat's Significant Scientific Contributions, 2022, ISBN 978-3-030-87048-5
Publisher: Springer
DOI: 10.1007/978-3-030-87049-2_23

Scalable Distributed Data Anonymization (opens in new window)

Author(s): Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Published in: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2021, Page(s) 401-403, ISBN 978-1-6654-0424-2
Publisher: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431063

Selective Owner-side Encryption in Digital Data Markets: Strategies for Key Derivation (opens in new window)

Author(s): Sara Foresti, Giovanni Livraga
Published in: Proceedings of the 18th International Conference on Security and Cryptography, 2021, Page(s) 620-627, ISBN 978-989-758-524-1
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0010603506200627

Multi-Dimensional Indexes for Point and Range Queries on Outsourced Encrypted Data (opens in new window)

Author(s): S. De Capitani di Vimercati, D. Facchinetti, S. Foresti, G. Oldani, S. Paraboschi, M. Rossi, P. Samarat
Published in: Proc. of the 2021 IEEE Global Communications Conference (GLOBECOM 2021), 2021
Publisher: IEEE
DOI: 10.1109/globecom46510.2021.9685186

Assessing User Privacy on Social Media: The Twitter Case Study (opens in new window)

Author(s): G. Livraga, A. Motta, M. Viviani
Published in: Proc. of the 2022 Workshop on Open Challenges in Online Social Networks, 2022, ISBN 978-1-4503-9279-2
Publisher: ACM
DOI: 10.1145/3524010.3539502

AI-Assisted X-Haul in O-RAN Ecosystem

Author(s): Panteleimon-Konstantinos Chartsias, Dimitrios Kritharidis, Georgios Mourtzoukos, Ioannis Chochliouros, Alexandros Kostopoulos
Published in: 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP) - SS6: Towards ML-based efficient and secured 6G Networks, 2022
Publisher: IEEE

Towards Machine-Learning-Based 5G and Beyond Intelligent Networks: The MARSAL Project Vision (opens in new window)

Author(s): J.S. Vardakas, K. Ramantas, M. Payaró, S. Pollin, E. Vinogradov, M. Varvarigos, P. Kokkinos, R. González-Sáanchez, J.J. Vegas Olmos, I.P. Chochliouros, P. Chanclouy, P. Samarati, A. Flizikowski, Md A. Rahman and C. Verikoukis
Published in: Proceedings of the 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021, Page(s) 488-493
Publisher: IEEE
DOI: 10.1109/meditcom49071.2021.9647671

Towards Explainable Semantic Segmentation for Autonomous Driving Systems by Multi-Scale Variational Attention (opens in new window)

Author(s): M. Abukmeil, A. Genovese, V. Piuri, F. Rundo, F. Scotti
Published in: 2021 IEEE International Conference on Autonomous Systems (ICAS), 2021, ISBN 978-1-7281-7290-3
Publisher: IEEE
DOI: 10.1109/icas49788.2021.9551172

Avoiding normalization uncertainties in deep learning architectures for end-to-end communication

Author(s): Simon Bos, Evgenii Vinogradov, Sofie Pollin
Published in: IEEE International Mediterranean Conference on Communications and Networking, 2021
Publisher: IEEE

Machine Learning-based, Networking and Computer Infrastructure Resource Management (opens in new window)

Author(s): I.P. Chochliouros, A. Kostopoulos, M. Payaró, C. Verikoukis, S. De Capitani di Vimercati, E. Vinogradov, V. Ranjbar, J. Vardakas, Md A. Rahman, P. Soumplis and E. Varvarigos
Published in: IFIP Advances in Information and Communication Technology (AICT), Issue Vo.628, 2021, Page(s) 85-94, ISBN 978-3-030-79156-8
Publisher: Springer Nature Switzerland AG
DOI: 10.1007/978-3-030-79157-5_8

Experimentation Scenarios for Machine Learning-Based Resource Management (opens in new window)

Author(s): A. Kostopoulos, I.P. Chochliouros, J. Vardakas, M. Payaró, S. Barrachina, Md A. Rahman, E. Vinogradov, P. Chanclou, R. Gonzalez, C. Klitis, S. De Capitani di Vimercati, P. Soumplis, E. Varvarigos, D. Kritharidis and K. Chartsias
Published in: IFIP Advances in Information and Communication Technology (AICT), Issue Vol.652, 2022, Page(s) 120-133, ISBN 978-3-031-08340-2
Publisher: Springer Nature Switzerland AG
DOI: 10.1007/978-3-031-08341-9_11

Artifact: Scalable Distributed Data Anonymization (opens in new window)

Author(s): Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Published in: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2021, Page(s) 450-451, ISBN 978-1-6654-0424-2
Publisher: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431059

Partial Interference Suppression in Massive MIMO Systems: Taxonomy and Experimental Analysis (opens in new window)

Author(s): Andrea P. Guevara, Cheng-Ming Chen, Alessandro Chiumento, Sofie Pollin
Published in: IEEE Access, Issue 9, 2021, Page(s) 128925-128937, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3113167

Sentinels and Twins: Effective Integrity Assessment for Distributed Computation (opens in new window)

Author(s): Sabrina De Capitani di Vimercati; Sara Foresti; Sushil Jajodia; Stefano Paraboschi; Pierangela Samarati; Roberto Sassi
Published in: IEEE Transactions on Parallel and Distributed Systems (TPDS), Issue 40, 2023, ISSN 1558-2183
Publisher: IEEE
DOI: 10.1109/tpds.2022.3215863

Mix&slice for Efficient Access Revocation on Outsourced Data (opens in new window)

Author(s): Enrico Bacis; Sabrina De Capitani di Vimercati; Sara Foresti; Stefano Paraboschi; Marco Rosa; Pierangela Samarati
Published in: IEEE Transactions on Dependable and Secure Computing, Issue 39, 2023, ISSN 1545-5971
Publisher: IEEE Computer Society
DOI: 10.1109/tdsc.2023.3280590

An authorization model for query execution in the cloud (opens in new window)

Author(s): S. De Capitani di Vimercati, S. Foresti, S. Jajodia, G. Livraga, S. Paraboschi, P. Samarati
Published in: VLDB JOURNAL, 2022, ISSN 1066-8888
Publisher: Springer Verlag
DOI: 10.1007/s00778-021-00709-x

Digital Infrastructure Policies for Data Security and Privacy in Smart Cities (opens in new window)

Author(s): S. De Capitani di Vimercati, S. Foresti, G. Livraga, P. Samarati
Published in: Smart Cities Policies and Financing - Approaches and Solutions, 2022, ISBN 978-0-12-819130-9
Publisher: Elsevier
DOI: 10.1016/b978-0-12-819130-9.00007-3

Distributed Query Evaluation over Encrypted Data (opens in new window)

Author(s): Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati
Published in: Data and Applications Security and Privacy XXXV - 35th Annual IFIP WG 11.3 Conference, DBSec 2021, Calgary, Canada, July 19–20, 2021, Proceedings, Issue 12840, 2021, Page(s) 96-114, ISBN 978-3-030-81241-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-81242-3_6

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