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

Project
The application of data analysis techniques over large data collections provides great benefits, from the personal, to the business, research, and social domain. The availability of large data collections recording actions and choices of individuals and organisations can lead to great improvement in the understanding of how the world operates.
The continuous evolution of ICT is enabling the realisation of such vision at a fast pace, supporting the realisation of architectures enabling collaborative data sharing and analytics. A clear obstacle towards the realisation of such potential and vision is represented by security and privacy concerns. Indeed, the (actual or perceived) loss of control over data and potential compromise of their confidentiality can have a strong detrimental impact on the realisation of an open framework for enabling the sharing of data from multiple independent data owners. The goal of MOSAICO is to enable data sharing and collaborative analytics in multi-owner scenarios in a privacy-preserving way, ensuring proper protection of private/sensitive/confidential information. MOSAICO will provide effective and deployable solutions allowing data owners to maintain control on the data sharing process, enabling selective and sanitised disclosure providing for efficient and scalable privacy-aware collaborative computations. MOSAICO Consortium sees the participation of major industry players, providing strategic use cases with strong exploitation and impact, and of an SME supporting deployment and standardisation.
  • Overview
  • Research Areas
  • Publications

Overview

Contributors

SAMARATI PIERANGELA   Scientific Manager  

Departments involved

Dipartimento di Informatica Giovanni Degli Antoni   Principale  

Type

H20_RIA - Horizon 2020_Research & Innovation Action/Innovation Action

Funder

EUROPEAN COMMISSION
External Organization Funding Organization

Date/time interval

January 1, 2019 - December 31, 2021

Project duration

36 months

Research Areas

Concepts


Settore INF/01 - Informatica

Publications

Outputs (29)

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  • Academic Article
  • Chapter
  • Conference Paper
Scalable Distributed Data Anonymization for Large Datasets 
IEEE TRANSACTIONS ON BIG DATA
INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS (IEEE)
2023
Academic Article
Open Access
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k-Anonymity: From Theory to Applications 
TRANSACTIONS ON DATA PRIVACY
2023
Academic Article
Reserved Access
An authorization model for query execution in the cloud 
VLDB JOURNAL
SPRINGER
2022
Academic Article
Partially Open Access
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Photoplethysmographic biometrics: A comprehensive survey 
PATTERN RECOGNITION LETTERS
ELSEVIER
2022
Academic Article
Partially Open Access
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A survey of unsupervised generative models for exploratory data analysis and representation learning 
ACM COMPUTING SURVEYS
ASSOCIATION FOR COMPUTING MACHINERY (ACM)
2021
Academic Article
Partially Open Access
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I-SOCIAL-DB: A labeled database of images collected from websites and social media for iris recognition 
IMAGE AND VISION COMPUTING
ELSEVIER
2021
Academic Article
Partially Open Access
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Iris deidentification with high visual realism for privacy protection on websites and social networks 
IEEE ACCESS
INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS (IEEE)
2021
Academic Article
Open Access
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Security-aware data allocation in multicloud scenarios 
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS (IEEE)
2021
Academic Article
Partially Open Access
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Toward Owners' Control in Digital Data Markets 
IEEE SYSTEMS JOURNAL
INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS (IEEE) COMPUTER SOCIETY
2021
Academic Article
Partially Open Access
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Securing Resources in Decentralized Cloud Storage 
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IEEE
2020
Academic Article
Partially Open Access
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A Fuzzy-Based Brokering Service for Cloud Plan Selection 
IEEE SYSTEMS JOURNAL
INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS (IEEE) COMPUTER SOCIETY
2019
Academic Article
Partially Open Access
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Selective Encryption for Owners’ Control in Digital Data Markets 
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
SPRINGER
2023
Chapter
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Digital Infrastructure Policies for Data Security and Privacy in Smart Cities 
ELSEVIER
2022
Chapter
Open Access
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Touchless palmprint and fingerprint recognition 
LECTURE NOTES IN NETWORKS AND SYSTEMS
SPRINGER-NATURE
2022
Chapter
Partially Open Access
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Towards Owner-Controlled Data Sharing 
LECTURE NOTES IN NETWORKS AND SYSTEMS
SPRINGER
2022
Chapter
Reserved Access
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Artifact: Scalable Distributed Data Anonymization 
IEEE
2021
Conference Paper
Partially Open Access
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Distributed query evaluation over encrypted data 
LECTURE NOTES IN COMPUTER SCIENCE
SPRINGER NATURE
2021
Conference Paper
Partially Open Access
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Driver attention Assistance by Pedestrian/cyclist distance estimation from a single RGB Image: A CNN-based semantic segmentation approach 
IEEE
2021
Conference Paper
Partially Open Access
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Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection 
IEEE
2021
Conference Paper
Partially Open Access
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Multi-dimensional indexes for point and range queries on outsourced encrypted data 
IEEE
2021
Conference Paper
Partially Open Access
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Scalable Distributed Data Anonymization 
IEEE
2021
Conference Paper
Partially Open Access
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Selective Owner-Side Encryption in Digital Data Markets: Strategies for Key Derivation 
SCITEPRESS
2021
Conference Paper
Open Access
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Towards explainable semantic segmentation for autonomous driving systems by multi-scale variational attention 
IEEE
2021
Conference Paper
Partially Open Access
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Enforcing Corporate Governance's Internal Controls and Audit in the Cloud 
IEEE ... INTERNATIONAL CONFERENCE ON CLOUD COMPUTING
INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS (IEEE)
2020
Conference Paper
Partially Open Access
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Data Confidentiality and Information Credibility in Online Ecosystems 
2019
Conference Paper
Open Access
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Data Security and Privacy in the Cloud 
PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING
SPIE
2019
Conference Paper
Open Access
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Dynamic Allocation for Resource Protection in Decentralized Cloud Storage 
GLOBECOM
IEEE
2019
Conference Paper
Partially Open Access
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Empowering Owners with Control in Digital Data Markets 
IEEE
2019
Conference Paper
Partially Open Access
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Multi-Provider Secure Processing of Sensors Data 
IEEE
2019
Conference Paper
Partially Open Access
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