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CORDIS

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

Rezultaty

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)

Publikacje

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

Autorzy: Mauro Barni; Ruggero Donida Labati; Angelo Genovese; Vincenzo Piuri; Fabio Scotti
Opublikowane w: IEEE Access, Numer 5, 2021, ISSN 2169-3536
Wydawca: 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

Autorzy: R. Donida Labati; Angelo Genovese; Vincenzo Piuri; Fabio Scotti; Sarvesh Vishwakarma
Opublikowane w: Image and Vision Computing, Numer 5, 2021, ISSN 0262-8856
Wydawca: Elsevier BV
DOI: 10.1016/j.imavis.2020.104058

An Authorization Model for Query Execution in the Cloud

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

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

Autorzy: Bernau, Daniel; Eibl, Günther; Grassal, Philip W.; Keller, Hannah; Kerschbaum, Florian
Opublikowane w: Proceedings of the VLDB Endowment, Numer 4, 2021, ISSN 2150-8097
Wydawca: VLDB Endowment
DOI: 10.14778/3484224.3484231

A Fuzzy-Based Brokering Service for Cloud Plan Selection

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Vincenzo Piuri, Pierangela Samarati
Opublikowane w: IEEE Systems Journal, Numer 13/4, 2019, Strona(/y) 4101-4109, ISSN 1932-8184
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSYST.2019.2893212

Securing Resources in Decentralized Cloud Storage

Autorzy: Enrico Bacis, Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Marco Rosa, Pierangela Samarati
Opublikowane w: IEEE Transactions on Information Forensics and Security, Numer 15, 2020, Strona(/y) 286-298, ISSN 1556-6013
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIFS.2019.2916673

Monte Carlo and Reconstruction Membership Inference Attacks against Generative Models

Autorzy: Benjamin Hilprecht, Martin Härterich, Daniel Bernau
Opublikowane w: Proceedings on Privacy Enhancing Technologies, Numer 2019/4, 2019, Strona(/y) 232-249, ISSN 2299-0984
Wydawca: Sciendo
DOI: 10.2478/popets-2019-0067

Toward Owners’ Control in Digital Data Markets

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Opublikowane w: IEEE Systems Journal, 2020, Strona(/y) 1-8, ISSN 1932-8184
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSYST.2020.2970456

Security-Aware Data Allocation in Multicloud Scenarios

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Vincenzo Piuri, Pierangela Samarati
Opublikowane w: IEEE Transactions on Dependable and Secure Computing, 2019, Strona(/y) 1-1, ISSN 1545-5971
Wydawca: IEEE Computer Society
DOI: 10.1109/tdsc.2019.2953068

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

Autorzy: Mohanad Abukmeil; Stefano Ferrari; Angelo Genovese; Vincenzo Piuri; Fabio Scotti
Opublikowane w: ACM Computing Surveys, Numer 10, 2021, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3450963

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

Autorzy: Enrico Bacis; Dario Facchinetti; Marco Guarnieri; Marco Rosa; Matthew Rossi; Stefano Paraboschi
Opublikowane w: Proc. of the 16th International Conference on Availability, Reliability and Security (ARES), Numer 14, 2021
Wydawca: ACM
DOI: 10.1145/3465481.3465765

SEApp: Bringing Mandatory Access Control to Android Apps

Autorzy: Matthew Rossi, Dario Facchinetti, Enrico Bacis, Marco Rosa, Stefano Paraboschi
Opublikowane w: 30th USENIX Security Symposium, 2021
Wydawca: USENIX

Artifact: Scalable Distributed Data Anonymization

Autorzy: De Capitani di Vimercati, S.; Facchinetti, D.; Foresti, S.; Oldani, G.; Paraboschi, S.; Rossi, M.; Samarati, P.
Opublikowane w: 19th International Conference on Pervasive Computing and Communications (PerCom 2021), Numer 13, 2021
Wydawca: IEEE
DOI: 10.1109/percomworkshops51409.2021.9431059

Secure Multi-party Computation of Differentially Private Median

Autorzy: Jonas Böhler, Florian Kerschbaum
Opublikowane w: 29th USENIX Security Symposium (USENIX Security 20), 2020, ISBN 978-1-939133-17-5
Wydawca: USENIX Association}

Comparing Local and Central Differential Privacy Using Membership Inference Attacks

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

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

Autorzy: Sabrina De Capitani di Vimercati, Dario Facchinetti, Sara Foresti, Gianluca Oldani, Stefano Paraboschi, Matthew Rossi, Pierangela Samarati
Opublikowane w: 2021 IEEE Global Communications Conference (GLOBECOM 2021), 2021
Wydawca: IEEE

Differential Privacy for Directional Data

Autorzy: Benjamin Weggenmann, Florian Kerschbaum
Opublikowane w: 2021 ACM SIGSAC Conference on Computer and Communications Security, 2021
Wydawca: ACM
DOI: 10.1145/3460120.3484734

WasmTree: Web Assembly for the Semantic Web

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

Multi-Provider Secure Processing of Sensors Data

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

Empowering Owners with Control in Digital Data Markets

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Opublikowane w: 2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 2019, Strona(/y) 321-328, ISBN 978-1-7281-2705-7
Wydawca: IEEE
DOI: 10.1109/CLOUD.2019.00060

Data security and privacy in the cloud

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Opublikowane w: Mobile Multimedia/Image Processing, Security, and Applications 2019, 2019, Strona(/y) 15, ISBN 9781-510626522
Wydawca: SPIE
DOI: 10.1117/12.2523603

Data Confidentiality and Information Credibility in On-line Ecosystems

Autorzy: Giovanni Livraga, Marco Viviani
Opublikowane w: Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019, Strona(/y) 191-198, ISBN 9781450362382
Wydawca: ACM
DOI: 10.1145/3297662.3365829

Dynamic Allocation for Resource Protection in Decentralized Cloud Storage

Autorzy: Enrico Bacis, Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Marco Rosa, Pierangela Samarati
Opublikowane w: 2019 IEEE Global Communications Conference (GLOBECOM), 2019, Strona(/y) 1-6, ISBN 978-1-7281-0962-6
Wydawca: IEEE
DOI: 10.1109/globecom38437.2019.9013354

Controlled Query Evaluation in Description Logics Through Instance Indistinguishability

Autorzy: Gianluca Cima, Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo
Opublikowane w: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020, Strona(/y) 1791-1797, ISBN 978-0-9992411-6-5
Wydawca: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2020/248

Declarative Access Control for Aggregations of Multiple Ownership Data

Autorzy: Marco Rosa, Francesco Di Cerbo, Rocio Cabrera Lozoya
Opublikowane w: Proceedings of the 25th ACM Symposium on Access Control Models and Technologies, 2020, Strona(/y) 59-70, ISBN 9781450375689
Wydawca: ACM
DOI: 10.1145/3381991.3395609

Secure Sublinear Time Differentially Private Median Computation

Autorzy: Jonas Bohler, Florian Kerschbaum
Opublikowane w: Proceedings 2020 Network and Distributed System Security Symposium, 2020, ISBN 1-891562-61-4
Wydawca: Internet Society
DOI: 10.14722/ndss.2020.24150

Revisiting Controlled Query Evaluation in Description Logics

Autorzy: Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo
Opublikowane w: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019, Strona(/y) 1786-1792, ISBN 978-0-9992411-4-1
Wydawca: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2019/247

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

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi, Pierangela Samarati
Opublikowane w: Proc. of the 13th IEEE International Conference on Cloud Computing (IEEE CLOUD 2020), 2020
Wydawca: IEEE

Secure Multi-party Computation of Differentially Private Heavy Hitters

Autorzy: Jonas Böhler, Florian Kerschbaum
Opublikowane w: 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS 2021), 2021
Wydawca: ACM
DOI: 10.1145/3460120.3484557

PREC: Semantic Translation of Property Graphs

Autorzy: Julian Bruyat, Pierre-Antoine Champin, Lionel Médini, Frederique Laforest
Opublikowane w: 1st Workshop on Squaring the Circles on Graphs, 2021
Wydawca: Creative Commons License Attribution 4.0 International

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

Autorzy: Aidan O Mahony; Alan Barnett; Merry Globin
Opublikowane w: 1st Workshop on Squaring the Circle on Graphs, 2021
Wydawca: Creative Commons License Attribution 4.0 International
DOI: 10.5281/zenodo.5593219

Specification and Enforcement of Access Policies in Emerging Scenarios

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati
Opublikowane w: Cloud Computing Security: Foundations and Challenges, 2nd Edition, 2020
Wydawca: CRC Press

Scalable Distributed Data Anonymization

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

Distributed query evaluation over encrypted data

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

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

Autorzy: Giovanni Livraga; Sara Foresti
Opublikowane w: 18th International Conference on Security and Cryptography (SECRYPT 2021), Numer 17, 2021
Wydawca: ScitePress
DOI: 10.5220/0010603506200627

Digital Infrastructure Policies for Data Security and Privacy in Smart Cities

Autorzy: Sabrina De Capitani di Vimercati, Sara Foresti, Giovanni Livraga, Pierangela Samarati
Opublikowane w: Smart Cities Policies and Financing, J. Vacca (ed.), 2022, ISBN 9780128191316
Wydawca: Elsevier

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