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

Deliverables

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)

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Publications

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

Author(s): Mauro Barni; Ruggero Donida Labati; Angelo Genovese; Vincenzo Piuri; Fabio Scotti
Published in: IEEE Access, 5, 2021, ISSN 2169-3536
Publisher: 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

Author(s): R. Donida Labati; Angelo Genovese; Vincenzo Piuri; Fabio Scotti; Sarvesh Vishwakarma
Published in: Image and Vision Computing, 5, 2021, ISSN 0262-8856
Publisher: Elsevier BV
DOI: 10.1016/j.imavis.2020.104058

An Authorization Model for Query Execution in the Cloud

Author(s): Sabrina De Capitani di Vimercati, Sara Foresti, Sushil Jajodia, Giovanni Livraga, Stefano Paraboschi, Pierangela Samarati
Published in: The VLDB Journal, 2021, ISSN 1066-8888
Publisher: Springer Verlag
DOI: 10.1007/s00778-021-00709-x

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

Author(s): Bernau, Daniel; Eibl, Günther; Grassal, Philip W.; Keller, Hannah; Kerschbaum, Florian
Published in: Proceedings of the VLDB Endowment, 4, 2021, ISSN 2150-8097
Publisher: VLDB Endowment
DOI: 10.14778/3484224.3484231

A Fuzzy-Based Brokering Service for Cloud Plan Selection

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

Securing Resources in Decentralized Cloud Storage

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

Monte Carlo and Reconstruction Membership Inference Attacks against Generative Models

Author(s): Benjamin Hilprecht, Martin Härterich, Daniel Bernau
Published in: Proceedings on Privacy Enhancing Technologies, 2019/4, 2019, Page(s) 232-249, ISSN 2299-0984
Publisher: Sciendo
DOI: 10.2478/popets-2019-0067

Toward Owners’ Control in Digital Data Markets

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

Security-Aware Data Allocation in Multicloud Scenarios

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

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

Author(s): Mohanad Abukmeil; Stefano Ferrari; Angelo Genovese; Vincenzo Piuri; Fabio Scotti
Published in: ACM Computing Surveys, 10, 2021, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3450963

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

Author(s): Enrico Bacis; Dario Facchinetti; Marco Guarnieri; Marco Rosa; Matthew Rossi; Stefano Paraboschi
Published in: Proc. of the 16th International Conference on Availability, Reliability and Security (ARES), 14, 2021
Publisher: ACM
DOI: 10.1145/3465481.3465765

SEApp: Bringing Mandatory Access Control to Android Apps

Author(s): Matthew Rossi, Dario Facchinetti, Enrico Bacis, Marco Rosa, Stefano Paraboschi
Published in: 30th USENIX Security Symposium, 2021
Publisher: USENIX

Artifact: Scalable Distributed Data Anonymization

Author(s): De Capitani di Vimercati, S.; Facchinetti, D.; Foresti, S.; Oldani, G.; Paraboschi, S.; Rossi, M.; Samarati, P.
Published in: 19th International Conference on Pervasive Computing and Communications (PerCom 2021), 13, 2021
Publisher: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431059

Secure Multi-party Computation of Differentially Private Median

Author(s): Jonas Böhler, Florian Kerschbaum
Published in: 29th USENIX Security Symposium (USENIX Security 20), 2020, ISBN 978-1-939133-17-5
Publisher: USENIX Association}

Comparing Local and Central Differential Privacy Using Membership Inference Attacks

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

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

Author(s): Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Published in: 2021 IEEE Global Communications Conference (GLOBECOM 2021), 2021
Publisher: IEEE

Differential Privacy for Directional Data

Author(s): Benjamin Weggenmann, Florian Kerschbaum
Published in: 2021 ACM SIGSAC Conference on Computer and Communications Security, 2021
Publisher: ACM
DOI: 10.1145/3460120.3484734

WasmTree: Web Assembly for the Semantic Web

Author(s): Julian Bruyat, Pierre-Antoine Champin, Lionel Médini, Frédérique Laforest
Published in: 18th European Semantic Web Conference (ESWC 2021), 2021
Publisher: Springer
DOI: 10.1007/978-3-030-77385-4_35

Multi-Provider Secure Processing of Sensors Data

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

Empowering Owners with Control in Digital Data Markets

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

Data security and privacy in the cloud

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

Data Confidentiality and Information Credibility in On-line Ecosystems

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

Dynamic Allocation for Resource Protection in Decentralized Cloud Storage

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

Controlled Query Evaluation in Description Logics Through Instance Indistinguishability

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

Declarative Access Control for Aggregations of Multiple Ownership Data

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

Secure Sublinear Time Differentially Private Median Computation

Author(s): Jonas Bohler, Florian Kerschbaum
Published in: Proceedings 2020 Network and Distributed System Security Symposium, 2020, ISBN 1-891562-61-4
Publisher: Internet Society
DOI: 10.14722/ndss.2020.24150

Revisiting Controlled Query Evaluation in Description Logics

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

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

Author(s): Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Pierangela Samarati
Published in: Proc. of the 13th IEEE International Conference on Cloud Computing (IEEE CLOUD 2020), 2020
Publisher: IEEE

Secure Multi-party Computation of Differentially Private Heavy Hitters

Author(s): Jonas Böhler, Florian Kerschbaum
Published in: 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS 2021), 2021
Publisher: ACM
DOI: 10.1145/3460120.3484557

PREC: Semantic Translation of Property Graphs

Author(s): Julian Bruyat, Pierre-Antoine Champin, Lionel Médini, Frederique Laforest
Published in: 1st Workshop on Squaring the Circles on Graphs, 2021
Publisher: Creative Commons License Attribution 4.0 International

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

Author(s): Aidan O Mahony; Alan Barnett; Merry Globin
Published in: 1st Workshop on Squaring the Circle on Graphs, 2021
Publisher: Creative Commons License Attribution 4.0 International
DOI: 10.5281/zenodo.5593219

Specification and Enforcement of Access Policies in Emerging Scenarios

Author(s): Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati
Published in: Cloud Computing Security: Foundations and Challenges, 2nd Edition, 2020
Publisher: CRC Press

Scalable Distributed Data Anonymization

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

Distributed query evaluation over encrypted data

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

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

Author(s): Giovanni Livraga; Sara Foresti
Published in: 18th International Conference on Security and Cryptography (SECRYPT 2021), 17, 2021
Publisher: ScitePress
DOI: 10.5220/0010603506200627

Digital Infrastructure Policies for Data Security and Privacy in Smart Cities

Author(s): Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Published in: Smart Cities Policies and Financing, J. Vacca (ed.), 2022, ISBN 9780128191316
Publisher: Elsevier