Green responsibLe privACy preservIng dAta operaTIONs

Rezultaty

Secure AI Enabled Placement Engine - intermediate

This deliverable describes the engine to be used for the control, processing, acceleration, storage, and networking needs of the highly secure Edge/Core/Cloud orchestration software.

GLACIATION power measurement framework software

Development of a power and performance measurement framework which can gather metrics of all power consumption of various power meters throughout the GLACIATION platform.

Script and Microservices software - intermediate

Report describes the schema, interactions/ relationships between different microservices

Communication, Networking and Dissemination Plan and Activities - intermediate

This deliverable presents the plan and the execution of the Communication, Networking and Dissemination of GLACIATION. The initial plan the has a threefold goal. Firstly, it will define the way in which the different communities (scientific, commercial, public) will be targeted, as well as the social media will be used. Secondly, it will detail the specific plan for networking activities with external entities, including the specific working group this project will participate. Finally, it will describe the project dissemination strategy to be adopted throughout the project lifetime. The plan will also contain the description of the project brochure and public website. This deliverable will be updated at months 17 and 36 by presenting the dissemination and communication activities followed during the reporting periods and an update of the project’s dissemination and communication plan respectively. These updated reports will also contain the relevant activities executed to foster a close collaboration with projects related to GLACIATION, as well as the results of the standardization activities.

GLACIATION IPR Management, Business Models, and Business Plan - intermediate

This document will provide the market analysis, exploitation strategy and business plans of the consortium as a whole and per each participant to the project. This report will also include the advances with respect to the open-source strategy outlined in this proposal as the open nature of the project needs to be sustained after the end of the project. This report will be complemented with the IPR registry that will be continuously managed and that will include updated licenses of the GLACIATION environment.

Communication, Networking and Dissemination Plan and Activities - initial

This deliverable presents the plan and the execution of the Communication, Networking and Dissemination of GLACIATION. The initial plan the has a threefold goal. Firstly, it will define the way in which the different communities (scientific, commercial, public) will be targeted, as well as the social media will be used. Secondly, it will detail the specific plan for networking activities with external entities, including the specific working group this project will participate. Finally, it will describe the project dissemination strategy to be adopted throughout the project lifetime. The plan will also contain the description of the project brochure and public website. This deliverable will be updated at months 17 and 36 by presenting the dissemination and communication activities followed during the reporting periods and an update of the project’s dissemination and communication plan respectively. These updated reports will also contain the relevant activities executed to foster a close collaboration with projects related to GLACIATION, as well as the results of the standardization activities.

Architecture design and component definitions

This deliverable provides the GLACIATION platform architecture blueprint together with the service components definition.

Data Management Plan

It provides the complete research data life cycle and describe the types of research data that will be generated or collected during the project; the plan will provide guidelines for partners on the procedures necessary to meet the ethical requirement to data collection and management.

Use Case Integration, Validation, and Demonstration Report - intermediate

Report and Functional demonstration of the Use Cases.

Data Management Plan - initial

It provides the complete research data life cycle and describe the types of research data that will be generated or collected during the project; the plan will provide guidelines for partners on the procedures necessary to meet the ethical requirement to data collection and management.

Policies and techniques for data protection in modern distributed environments

Policies and techniques for data protection in modern distributed environments; it reports on the policy model and language that will be used to define the protection requirements; it will also describe the techniques employed for data protection based on wrapping and sanitization.

Ethical and Privacy Impact Assessment and Recommendations - intermediate

This report describes the ethical and privacy impact assessment and consequent recommendations.

Publikacje

Sentinels and Twins: Effective Integrity Assessment for Distributed Computation

Autorzy: Sabrina De Capitani di Vimercati; Sara Foresti; Sushil Jajodia; Stefano Paraboschi; Pierangela Samarati; Roberto Sassi
Opublikowane w: IEEE Transactions on Parallel and Distributed Systems (TPDS), Numer vol. 34, no. 1, 2023, ISSN 1045-9219
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpds.2022.3215863

Scalable Distributed Data Anonymization for Large Datasets

Autorzy: Sabrina De Capitani di Vimercati; Dario Facchinetti; Sara Foresti; Giovanni Livraga; Gianluca Oldani; Stefano Paraboschi; Matthiew Rossi; Pierangela Samarati
Opublikowane w: IEEE Transactions on Big Data, Numer vol. 9, n. 3, 2023, ISSN 2332-7790
Wydawca: IEEE
DOI: 10.1109/TBDATA.2022.3207521

DL4ALL: Multi-Task Cross-Dataset Transfer Learning for Acute Lymphoblastic Leukemia Detection

Autorzy: Angelo Genovese; Vincenzo Piuri; Konstantinos N. Plataniotis; Fabio Scotti
Opublikowane w: IEEE Access, Numer vol. 11, 2023, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3289219

Supporting User Protection Requirements in Cloud‐Based Data Outsourcing

Autorzy: Sabrina De Capitani di Vimercati; Sara Foresti; Giovanni Livraga; Pierangela Samarati
Opublikowane w: SN Computer Science, Numer vol. 4, n. 4,, 2023, ISSN 0302-9743
Wydawca: Springer Verlag
DOI: 10.1007/s42979-023-01707-2

Distributed query execution under access restrictions

Autorzy: Sabrina De Capitani di Vimercati; Sara Foresti; Sushil Jajodia; Giovanni Livraga; Stefano Paraboschi; Pierangela Samarati
Opublikowane w: Computers & Security, Numer vol. 127, 2023, ISSN 0167-4048
Wydawca: ScienceDirect
DOI: 10.1016/j.cose.2022.103056

Protecting Data and Queries in Cloud‐Based Scenarios

Autorzy: Sabrina De Capitani di Vimercati; Sara Foresti; Pierangela Samarati
Opublikowane w: SN Computer Science, Numer vol. 4, n. 5, 2023, ISSN 0302-9743
Wydawca: Springer Verlag
DOI: 10.1007/s42979-023-01862-6

Explainability of the Effects of Non-perturbative Data Protection in Supervised Classification

Autorzy: Stefano Locci; Luigi Di Caro; Giovanni Livraga; Marco Viviani
Opublikowane w: 22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2023), 2023, ISBN 979-8-3503-0918-8
Wydawca: IEEE
DOI: 10.1109/WI-IAT59888.2023.00066

Unveiling the Privacy Risk: A Trade-off between User Behavior and Information Propagation in Social Media

Autorzy: Giovanni Livraga; Artjoms Olzojevs; Marco Viviani
Opublikowane w: 12th International Conference on Complex Networks and their Applications, 2023
Wydawca: Springer-Verlag

Anomaly-Based Intrusion Detection System for DDoS with Deep Learning Techniques

Autorzy: Davide Agostinello; Angelo Genovese; Vincenzo Piuri
Opublikowane w: International Conference on Security and Cryptography (SECRYPT 2023), 2023, ISBN 978-989-758-666-8
Wydawca: SCITEPRESS
DOI: 10.5220/0012146100003555

Rezultaty

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