Green responsibLe privACy preservIng dAta operaTIONs

Informazioni relative al progetto

GLACIATION

ID dell’accordo di sovvenzione: 101070141

DOI

10.3030/101070141

Progetto chiuso

Data della firma CE 14 Giugno 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2025

Finanziato da

• Digital, Industry and Space

Costo totale

€ 8 580 038,75

Contributo UE

€ 8 580 038,75

Coordinato da

MINISTERO DELL'ECONOMIA E DELLE FINANZE
Italy

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Other (3)

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

Documents, reports (9)

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.

Pubblicazioni

Peer reviewed articles (17)

Sentinels and Twins: Effective Integrity Assessment for Distributed Computation

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

Scalable Distributed Data Anonymization for Large Datasets

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

Enforcing Corporate Governance Controls With Cloud-Based Services

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Pierangela Samarati
Pubblicato in: IEEE Transactions on Services Computing, Numero 17, 2025, ISSN 1939-1374
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TSC.2024.3451179

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

Autori: Angelo Genovese; Vincenzo Piuri; Konstantinos N. Plataniotis; Fabio Scotti
Pubblicato in: IEEE Access, Numero vol. 11, 2023, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3289219

Robust DDoS attack detection with adaptive transfer learning

Autori: Mulualem Bitew Anley, Angelo Genovese, Davide Agostinello, Vincenzo Piuri
Pubblicato in: Computers & Security, Numero 144, 2024, ISSN 0167-4048
Editore: Elsevier BV
DOI: 10.1016/J.COSE.2024.103962

TA_DA: Target-Aware Data Anonymization

Autori: Sergio Barezzani, Sabrina De Capitani di Vimercati, Sara Foresti, Valerio Ghirimoldi, Pierangela Samarati
Pubblicato in: IEEE Transactions on Privacy, Numero 2, 2025, ISSN 2836-208X
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TP.2025.3527461

Enhancing cooperativity in controlled query evaluation over ontologies

Autori: Piero Bonatti, Gianluca Cima, Domenico Lembo, Francesco Magliocca, Lorenzo Marconi, Riccardo Rosati, Luigi Sauro, Domenico Fabio Savo
Pubblicato in: Artificial Intelligence, Numero 348, 2025, ISSN 0004-3702
Editore: Elsevier BV
DOI: 10.1016/J.ARTINT.2025.104402

A Gentle Introduction to Controlled Query Evaluation in DL-Lite Ontologies

Autori: Gianluca Cima, Domenico Lembo, Lorenzo Marconi, Riccardo Rosati, Domenico Fabio Savo
Pubblicato in: SN Computer Science, Numero 5, 2024, ISSN 2661-8907
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S42979-024-02652-4

Supporting User Protection Requirements in Cloud‐Based Data Outsourcing

Autori: Sabrina De Capitani di Vimercati; Sara Foresti; Giovanni Livraga; Pierangela Samarati
Pubblicato in: SN Computer Science, Numero vol. 4, n. 4,, 2023, ISSN 0302-9743
Editore: Springer Verlag
DOI: 10.1007/s42979-023-01707-2

Indistinguishability in controlled query evaluation over prioritized description logic ontologies

Autori: Gianluca Cima, Domenico Lembo, Lorenzo Marconi, Riccardo Rosati, Domenico Fabio Savo
Pubblicato in: Journal of Web Semantics, Numero 84, 2025, ISSN 1570-8268
Editore: Elsevier BV
DOI: 10.1016/J.WEBSEM.2024.100841

Distributed query execution under access restrictions

Autori: Sabrina De Capitani di Vimercati; Sara Foresti; Sushil Jajodia; Giovanni Livraga; Stefano Paraboschi; Pierangela Samarati
Pubblicato in: Computers & Security, Numero vol. 127, 2023, ISSN 0167-4048
Editore: ScienceDirect
DOI: 10.1016/j.cose.2022.103056

Model-Agnostic Utility-Preserving Biometric Information Anonymization

Autori: C. Chen; B. Moriarty; S. Hu; S. Moran; M. Pistoia; V. Piuri; P. Samarati
Pubblicato in: International Journal of Information Security, 2024, ISSN 1615-5270
Editore: Springer
DOI: 10.1007/S10207-024-00862-8

Protecting Data and Queries in Cloud‐Based Scenarios

Autori: Sabrina De Capitani di Vimercati; Sara Foresti; Pierangela Samarati
Pubblicato in: SN Computer Science, Numero vol. 4, n. 5, 2023, ISSN 0302-9743
Editore: Springer Verlag
DOI: 10.1007/s42979-023-01862-6

Multi-Dimensional Flat Indexing for Encrypted Data

Autori: Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Pubblicato in: IEEE Transactions on Cloud Computing, Numero 12, 2024, ISSN 2168-7161
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCC.2024.3408905

IEEE Transactions on Cloud Computing

Autori: Sabrina De Capitani di Vimercati; Dario Facchinetti; Sara Foresti; Gianluca Oldani; Stefano Paraboschi; Matthew Rossi; Pierangela Samarati
Pubblicato in: IEEE Transactions on Cloud Computing, 2024, ISSN 2168-7161
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/TCC.2024.3408905

Toward a Human-Cyber-Physical System for Real-Time Anomaly Detection

Autori: Bojana Bajic, Aleksandar Rikalovic, Nikola Suzic, Vincenzo Piuri
Pubblicato in: IEEE Systems Journal, Numero 18, 2024, ISSN 1932-8184
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSYST.2024.3402978

Mix&Slice for Efficient Access Revocation on Outsourced Data

Autori: Enrico Bacis, Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Marco Rosa, Pierangela Samarati
Pubblicato in: IEEE Transactions on Dependable and Secure Computing, Numero 21, 2024, ISSN 1545-5971
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TDSC.2023.3280590

Conference proceedings (25)

Enhancing Controlled Query Evaluation through Epistemic Policies

Autori: Gianluca Cima; Domenico Lembo; Lorenzo Marconi; Riccardo Rosati; Domenico Fabio Savo
Pubblicato in: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Numero Paper 366, 2024, ISSN 2331-8422
Editore: IJCAI Organization

Synthetic and (Un)Secure: Evaluating Generalized Membership Inference Attacks on Image Data

Autori: Pasquale Coscia, Stefano Ferrari, Vincenzo Piuri, Ayse Salman
Pubblicato in: Proceedings of the 22nd International Conference on Security and Cryptography, 2025, ISBN 978-989-758-760-3
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013657700003979

CMOSS: A Reliable, Motif-based Columnar Molecular Storage System

Autori: Eugenio Marinelli; Yiqing Yan; Lorenzo Tattini; Virginie Magnone; Pascal Barbry; Raja Appuswamy
Pubblicato in: SYSTOR ’24 – ACM Intl. Systems & Storage Conf., 2024
Editore: ACM

DT-Anon: Decision Tree Target-Driven Anonymization

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Valerio Ghirimoldi, Pierangela Samarati
Pubblicato in: Proc. of the Annual Conference on Data and Applications Security and Privacy (DBSec 2024), 2024, ISBN 978-3-031-65171-7
Editore: Springer
DOI: 10.1007/978-3-031-65172-4_8

Security-Aware Allocation of Replicated Data in Distributed Storage Systems

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati, Mauro Tedesco
Pubblicato in: Proceedings of the 15th International Conference on Cloud Computing and Services Science, 2025
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013484800003950

FLIFRA: Hybrid data poisoning attack detection in federated learning for IoT security

Autori: Mulualem Bitew Anley; Angelo Genovese; Tesema Tadesse Bekele; Vincenzo Piuri
Pubblicato in: IEEE SMC 2025 – Intl. Conf. on Systems, Man, and Cybernetics, 2025
Editore: IEEE

Synthetic and (Un)Secure: Evaluating Generalized Membership Inference Attacks on Image Data

Autori: Pasquale Coscia, Stefano Ferrari, Vincenzo Piuri, Ayse Salman
Pubblicato in: Proceedings of the 22nd International Conference on Security and Cryptography, 2025, ISSN 2331-8422
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013657700003979

Assessing the Exposure to Public Knowledge in Policy-Protected Description Logic Ontologies

Autori: Gianluca Cima, Domenico Lembo, Lorenzo Marconi, Riccardo Rosati, Domenico Fabio Savo
Pubblicato in: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025, ISSN 2331-8422
Editore: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/IJCAI.2025/494

POSTER: Transparent Temporally-Specialized System Call Filters

Autori: Matthew Rossi; Michele Beretta; Dario Facchinetti; Stefano Paraboschi
Pubblicato in: ASIACCS 2025, 2025, ISSN 2331-8422
Editore: ACM

Can Generative AI Adequately Protect Queries?

Autori: Luca Herranz-Celotti; Blessing Guembe; Giovanni Livraga; Marco Viviani
Pubblicato in: ECIR 2025, 2025
Editore: Springer

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

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

An Arithmetic Optimization Algorithm with Dynamic State Estimation for Deadline-Constrained Workflow Scheduling

Autori: Najwa Kouka, Sabrina De Capitani di Vimercati, Vincenzo Piuri, Pierangela Samarati
Pubblicato in: Proc. of GECCO, 2025, ISBN 979-8-4007-1464-1
Editore: ACM
DOI: 10.1145/3712255.372665

Lecture Notes in Computer Science

Autori: Herranz-Celotti Luca; Guembe Blessing; Livraga Giovanni; Viviani Marco
Pubblicato in: ECIR 2025, 2025, ISSN 0302-9743
Editore: CEUR/ECIR

Deep Learning-based Iris Quality Assessment for Images Sourced from Websites and Social Media

Autori: Nikoo Fakhraei, Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti
Pubblicato in: 2025 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2025, ISSN 2331-8422
Editore: IEEE
DOI: 10.1109/CIVEMSA65862.2025.11084826

PriSM: A Privacy-friendly Support Vector Machine

Autori: Michele Barbato; Alberto Ceselli; Sabrina De Capitani di Vimercati; Sara Foresti; Pierangela Samarati
Pubblicato in: ESORICS 2025, 2025
Editore: Springer Nature

Enhancing Technologies Symposium (PETS 2024)

Autori: Francesco Capano; Jonas Böhler; Benjamin Weggenmann
Pubblicato in: Privacy Enhancing Technologies Symposium (PETS 2024) / Proceedings on Privacy Enhancing Technologies, 2024, ISSN 2299-0984
Editore: De Gruyter / Sciendo

PriSM: A Privacy-Friendly Support Vector Machine

Autori: Michele Barbato, Alberto Ceselli, Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati
Pubblicato in: Lecture Notes in Computer Science, Computer Security – ESORICS 2025, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-07884-1_4

Supporting Data Owner Control in IPFS Networks

Autori: Marco Abbadini, Michele Beretta, Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Pubblicato in: ICC 2024 - IEEE International Conference on Communications, 2024
Editore: IEEE
DOI: 10.1109/ICC51166.2024.10623119

Cage4Deno: A Fine-Grained Sandbox for Deno Subprocesses

Autori: M. Abbadini, D. Facchinetti, G. Oldani, M. Rossi, S. Paraboschi
Pubblicato in: AsiaCCS 2023, 2023, ISBN 979-8-4007-0098-9
Editore: ACM
DOI: 10.1145/3579856.3595799

A High-Performance Design, Implementation, Deployment, and Evaluation of the Slim Fly Network

Autori: Nils Blach; Maciej Besta; Daniele De Sensi; Jens Domke; Hussein Harake; Shigang Li; Patrick Iff; Marek Konieczny; Kartik Lakhotia; Ales Kubicek; Marcel Ferrari; Fabrizio Petrini; Torsten Hoefler
Pubblicato in: Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24), 2024, ISSN 2331-8422
Editore: USENIX Association
DOI: 10.5555/3691825.3691882

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

Autori: Giovanni Livraga; Artjoms Olzojevs; Marco Viviani
Pubblicato in: 12th International Conference on Complex Networks and their Applications, 2023
Editore: Springer-Verlag

Security-Aware Allocation of Replicated Data in Distributed Storage Systems

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati, Mauro Tedesco
Pubblicato in: Proceedings of the 15th International Conference on Cloud Computing and Services Science, 2025, ISSN 2331-8422
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013484800003950

Green Index: A Measure of Locally Available Green Energy for Sustainable, Grid-Aware Data Center Operations

Autori: Orestis Vantzos; Dimitrios Skipis; Efthimia Chassioti; Ioannis Moraitis
Pubblicato in: EEEIC / I&CPS Europe 2025, 2025
Editore: IEEE

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

Autori: Davide Agostinello; Angelo Genovese; Vincenzo Piuri
Pubblicato in: International Conference on Security and Cryptography (SECRYPT 2023), 2023, ISBN 978-989-758-666-8
Editore: SCITEPRESS
DOI: 10.5220/0012146100003555

TransferEdge: Transfer Learning Approach to Detect Evolving DDoS Threats in Edge-IIoT

Autori: Mulualem Bitew Anley, Angelo Genovese, Vincenzo Piuri
Pubblicato in: 2025 IEEE 9th Forum on Research and Technologies for Society and Industry (RTSI), 2025
Editore: IEEE
DOI: 10.1109/RTSI64020.2025.11212499

Book chapters (6)

Iris Recognition from Websites and Social Media: State of the Art and Privacy Concerns

Autori: Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti
Pubblicato in: Communications in Computer and Information Science, Security and Cryptography, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-09598-5_6

Deep Learning for DDoS Attack Detection in IoT: A Survey

Autori: Mulualem Bitew Anley, Angelo Genovese, Vincenzo Piuri
Pubblicato in: Communications in Computer and Information Science, Security and Cryptography, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-09598-5_5

Lecture Notes in Computer Science

Autori: Gianluca Cima, Domenico Lembo, Lorenzo Marconi, Riccardo Rosati, Domenico Fabio Savo
Pubblicato in: Lecture Notes in Computer Science, The Semantic Web – ISWC 2020, 2020, ISSN 0302-9743
Editore: Springer Verlag
DOI: 10.1007/978-3-030-62419-4_8

Query Integrity in Smart Environments

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati
Pubblicato in: Lecture Notes in Computer Science, Security and Privacy in Smart Environments, 2024
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-66708-4_2

DT-Anon: Decision Tree Target-Driven Anonymization

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Valerio Ghirimoldi, Pierangela Samarati
Pubblicato in: Lecture Notes in Computer Science, Data and Applications Security and Privacy XXXVIII, 2024, ISSN 2331-8422
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-65172-4_8

Supporting Delegation in Outsourced ICA Process

Autori: Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Sara Petrilli, Pierangela Samarati
Pubblicato in: Lecture Notes in Computer Science, Data and Applications Security and Privacy XXXIX, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-96590-6_21

Other (1)

POSTER: Policy-driven security-aware scheduling in Kubernetes

Autori: Matthew Rossi; Michele Beretta; Dario Facchinetti; Stefano Paraboschi
Pubblicato in: ASIACCS 2025, 2025, ISSN 2331-8422
Editore: ACM