Multi-Owner data Sharing for Analytics and Integration respecting Confidentiality and Owner control

Livrables

Preliminary version of tools for the governance framework

It provides a preliminary version of the tools developed for the definition of the data governance frame- work for the management of data in collaborative platforms. (T3.1, T3.2, T3.3)

First version of data sanitisation tools

It provides a first version of the tools developing data sanitisation techniques. (T5.2)

Final encryption-based techniques

It provides the final version of encryptionbased data protection techniques and tools T41

Final tools for the governance framework

It provides the final version of the tools developed for the definition of the data governance framework for the man agement of data in collaborative platforms T31 T32 T33

First version of encryption-based protection tools

It provides a first version of the tools enforcing encryption-based data protection techniques. (T4.2)

Final versions of tools for data sanitisation and computation

It provides the final version of the tools developed for data sanitisation and collaborative computation for data sanitisation T52T53

Use Case prototypes

It provides the prototype applications for the Use Cases leveraging the tools in W22W25 T23

First version of policy specification language and model

It provides a preliminary version of the model and language for policy specification. (T3.2)

Report on requirements, research alignment and deployment plan

It reports on the status of about the alignment between the research and technological development in WPs3–5 and the requirements of the Use Cases. (T2.2)

Final report on privacy metrics, risks, and utility

It provides the final version of the metrics for measuring privacy risks and utility T51

Final evaluation report from Use Cases

It reports on the assessment and evaluation of the techniques and tools available in WPs35 with respect to the satisfaction of the data protection requirements of the Use Cases T24

Requirements from the Use Cases

It provides the final version of the data protection requirements coming from the Use Cases. (T2.1)

Final report on research alignment

It provides the final analysis on research alignment T22

Report on encryption-based policy enforcement and controlled query execution

It illustrates the complete techniques for policy enforcement and controlled query execution considering incentives and economic aspects T41 T42 T43 T44

Report on encryption-based techniques and policy enforcement

It provides a first version of the techniques for policy enforcement, based on the basic protection techniques developed in W4.1. (T4.2)

First report on privacy metrics and data sanitisation

It illustrates the metrics designed for measuring privacy and the techniques developed for data sanitisation. (T5.1, T5.2)

Final report on the data governance framework, with language and model

It illustrates the complete techniques of the data governance framework including the de veloped policy model language and mechanisms T31 T32 T33

Report on data sanitisation and computation

It illustrates the complete techniques for data sanitisation and for the collaborative computation for data sanitisation T52T53

Final version of data management plan

It provides the final detailed description of the data management plan T71

First version of the reference metadata model

It provides a preliminary version of the reference metadata model. (T3.1)

Data Management Plan

It provides a detailed description of the data management plan. (T7.1)

Publications

Iris Deidentification With High Visual Realism for Privacy Protection on Websites and Social Networks

Auteurs: Mauro Barni; Ruggero Donida Labati; Angelo Genovese; Vincenzo Piuri; Fabio Scotti
Publié dans: IEEE Access, Numéro 5, 2021, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3114588

I-SOCIAL-DB: A labeled database of images collected from websites and social media for iris recognition

Auteurs: R. Donida Labati; Angelo Genovese; Vincenzo Piuri; Fabio Scotti; Sarvesh Vishwakarma
Publié dans: Image and Vision Computing, Numéro 5, 2021, ISSN 0262-8856
Éditeur: Elsevier BV
DOI: 10.1016/j.imavis.2020.104058

An Authorization Model for Query Execution in the Cloud

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati
Publié dans: The VLDB Journal, 2021, ISSN 1066-8888
Éditeur: Springer Verlag
DOI: 10.1007/s00778-021-00709-x

Quantifying identifiability to choose and audit $\epsilon$ in differentially private deep learning

Auteurs: Bernau, Daniel; Eibl, Günther; Grassal, Philip W.; Keller, Hannah; Kerschbaum, Florian
Publié dans: Proceedings of the VLDB Endowment, Numéro 4, 2021, ISSN 2150-8097
Éditeur: VLDB Endowment
DOI: 10.14778/3484224.3484231

A Fuzzy-Based Brokering Service for Cloud Plan Selection

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Vincenzo Piuri, Pierangela Samarati
Publié dans: IEEE Systems Journal, Numéro 13/4, 2019, Page(s) 4101-4109, ISSN 1932-8184
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSYST.2019.2893212

Securing Resources in Decentralized Cloud Storage

Auteurs: Enrico Bacis, Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Marco Rosa, Pierangela Samarati
Publié dans: IEEE Transactions on Information Forensics and Security, Numéro 15, 2020, Page(s) 286-298, ISSN 1556-6013
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIFS.2019.2916673

Monte Carlo and Reconstruction Membership Inference Attacks against Generative Models

Auteurs: Benjamin Hilprecht, Martin Härterich, Daniel Bernau
Publié dans: Proceedings on Privacy Enhancing Technologies, Numéro 2019/4, 2019, Page(s) 232-249, ISSN 2299-0984
Éditeur: Sciendo
DOI: 10.2478/popets-2019-0067

Toward Owners’ Control in Digital Data Markets

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Publié dans: IEEE Systems Journal, 2020, Page(s) 1-8, ISSN 1932-8184
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSYST.2020.2970456

Security-Aware Data Allocation in Multicloud Scenarios

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Vincenzo Piuri, Pierangela Samarati
Publié dans: IEEE Transactions on Dependable and Secure Computing, 2019, Page(s) 1-1, ISSN 1545-5971
Éditeur: IEEE Computer Society
DOI: 10.1109/tdsc.2019.2953068

A survey of unsupervised generative models for exploratory data analysis and representation learning

Auteurs: Mohanad Abukmeil; Stefano Ferrari; Angelo Genovese; Vincenzo Piuri; Fabio Scotti
Publié dans: ACM Computing Surveys, Numéro 10, 2021, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3450963

I Told You Tomorrow: Practical Time-Locked Secrets using Smart Contracts

Auteurs: Enrico Bacis; Dario Facchinetti; Marco Guarnieri; Marco Rosa; Matthew Rossi; Stefano Paraboschi
Publié dans: Proc. of the 16th International Conference on Availability, Reliability and Security (ARES), Numéro 14, 2021
Éditeur: ACM
DOI: 10.1145/3465481.3465765

SEApp: Bringing Mandatory Access Control to Android Apps

Auteurs: Matthew Rossi, Dario Facchinetti, Enrico Bacis, Marco Rosa, Stefano Paraboschi
Publié dans: 30th USENIX Security Symposium, 2021
Éditeur: USENIX

Artifact: Scalable Distributed Data Anonymization

Auteurs: De Capitani di Vimercati, S.; Facchinetti, D.; Foresti, S.; Oldani, G.; Paraboschi, S.; Rossi, M.; Samarati, P.
Publié dans: 19th International Conference on Pervasive Computing and Communications (PerCom 2021), Numéro 13, 2021
Éditeur: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431059

Secure Multi-party Computation of Differentially Private Median

Auteurs: Jonas Böhler, Florian Kerschbaum
Publié dans: 29th USENIX Security Symposium (USENIX Security 20), 2020, ISBN 978-1-939133-17-5
Éditeur: USENIX Association}

Comparing Local and Central Differential Privacy Using Membership Inference Attacks

Auteurs: Daniel Bernau, Jonas Robl, Philip W. Grassal, Steffen Schneider, Florian Kerschbaum
Publié dans: 35th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec 2021), 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-81242-3_2

Multi-Dimensional Indexes for Point and Range Queries on Outsourced Encrypted Data

Auteurs: Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Publié dans: 2021 IEEE Global Communications Conference (GLOBECOM 2021), 2021
Éditeur: IEEE

Differential Privacy for Directional Data

Auteurs: Benjamin Weggenmann, Florian Kerschbaum
Publié dans: 2021 ACM SIGSAC Conference on Computer and Communications Security, 2021
Éditeur: ACM
DOI: 10.1145/3460120.3484734

WasmTree: Web Assembly for the Semantic Web

Auteurs: Julian Bruyat, Pierre-Antoine Champin, Lionel Médini, Frédérique Laforest
Publié dans: 18th European Semantic Web Conference (ESWC 2021), 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-77385-4_35

Multi-Provider Secure Processing of Sensors Data

Auteurs: Enrico Bacis, Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Giovanni Livraga, Stefano Paraboschi, Marco Rosa, Pierangela Samarati
Publié dans: 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2019, Page(s) 349-351, ISBN 978-1-5386-9151-9
Éditeur: IEEE
DOI: 10.1109/PERCOMW.2019.8730707

Empowering Owners with Control in Digital Data Markets

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Publié dans: 2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 2019, Page(s) 321-328, ISBN 978-1-7281-2705-7
Éditeur: IEEE
DOI: 10.1109/CLOUD.2019.00060

Data security and privacy in the cloud

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Publié dans: Mobile Multimedia/Image Processing, Security, and Applications 2019, 2019, Page(s) 15, ISBN 9781-510626522
Éditeur: SPIE
DOI: 10.1117/12.2523603

Data Confidentiality and Information Credibility in On-line Ecosystems

Auteurs: Giovanni Livraga, Marco Viviani
Publié dans: Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019, Page(s) 191-198, ISBN 9781450362382
Éditeur: ACM
DOI: 10.1145/3297662.3365829

Dynamic Allocation for Resource Protection in Decentralized Cloud Storage

Auteurs: Enrico Bacis, Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Marco Rosa, Pierangela Samarati
Publié dans: 2019 IEEE Global Communications Conference (GLOBECOM), 2019, Page(s) 1-6, ISBN 978-1-7281-0962-6
Éditeur: IEEE
DOI: 10.1109/globecom38437.2019.9013354

Controlled Query Evaluation in Description Logics Through Instance Indistinguishability

Auteurs: Gianluca Cima, Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo
Publié dans: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020, Page(s) 1791-1797, ISBN 978-0-9992411-6-5
Éditeur: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2020/248

Declarative Access Control for Aggregations of Multiple Ownership Data

Auteurs: Marco Rosa, Francesco Di Cerbo, Rocio Cabrera Lozoya
Publié dans: Proceedings of the 25th ACM Symposium on Access Control Models and Technologies, 2020, Page(s) 59-70, ISBN 9781450375689
Éditeur: ACM
DOI: 10.1145/3381991.3395609

Secure Sublinear Time Differentially Private Median Computation

Auteurs: Jonas Bohler, Florian Kerschbaum
Publié dans: Proceedings 2020 Network and Distributed System Security Symposium, 2020, ISBN 1-891562-61-4
Éditeur: Internet Society
DOI: 10.14722/ndss.2020.24150

Revisiting Controlled Query Evaluation in Description Logics

Auteurs: Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo
Publié dans: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019, Page(s) 1786-1792, ISBN 978-0-9992411-4-1
Éditeur: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2019/247

Enforcing Corporate Governance's Internal Controls and Audit in the Cloud

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Pierangela Samarati
Publié dans: Proc. of the 13th IEEE International Conference on Cloud Computing (IEEE CLOUD 2020), 2020
Éditeur: IEEE

Secure Multi-party Computation of Differentially Private Heavy Hitters

Auteurs: Jonas Böhler, Florian Kerschbaum
Publié dans: 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS 2021), 2021
Éditeur: ACM
DOI: 10.1145/3460120.3484557

PREC: Semantic Translation of Property Graphs

Auteurs: Julian Bruyat, Pierre-Antoine Champin, Lionel Médini, Frederique Laforest
Publié dans: 1st Workshop on Squaring the Circles on Graphs, 2021
Éditeur: Creative Commons License Attribution 4.0 International

Using automotive property graph-based data models in a knowledge graph

Auteurs: Aidan O Mahony; Alan Barnett; Merry Globin
Publié dans: 1st Workshop on Squaring the Circle on Graphs, 2021
Éditeur: Creative Commons License Attribution 4.0 International
DOI: 10.5281/zenodo.5593219

Specification and Enforcement of Access Policies in Emerging Scenarios

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati
Publié dans: Cloud Computing Security: Foundations and Challenges, 2nd Edition, 2020
Éditeur: CRC Press

Scalable Distributed Data Anonymization

Auteurs: Sabrina De Capitani di Vimercati; Dario Facchinetti; Sara Foresti; Gianluca Oldani; Stefano Paraboschi; Matthew Rossi; Pierangela Samarati
Publié dans: 19th International Conference on Pervasive Computing and Communications (PerCom 2021), Numéro 16, 2021
Éditeur: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431063

Distributed query evaluation over encrypted data

Auteurs: Sabrina De Capitani di Vimercati; Sara Foresti; Sushil Jajodia; Giovanni Livraga; Stefano Paraboschi; Pierangela Samarati
Publié dans: 35th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec 2021), Numéro 2, 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-81242-3_6

Selective Owner-side Encryption in Digital Data Markets: Strategies for Key Derivation

Auteurs: Giovanni Livraga; Sara Foresti
Publié dans: 18th International Conference on Security and Cryptography (SECRYPT 2021), Numéro 17, 2021
Éditeur: ScitePress
DOI: 10.5220/0010603506200627

Digital Infrastructure Policies for Data Security and Privacy in Smart Cities

Auteurs: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Publié dans: Smart Cities Policies and Financing, J. Vacca (ed.), 2022, ISBN 9780128191316
Éditeur: Elsevier

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