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DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
Key modules for a trusted and privacy-
preserving Personal Data Marketplace
Dr. Sotiris Koussouris
Suite5 Data Intelligence Solutions
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
Should we care for Security and Privacy?
Would you leave your wallet on display, unattended in a public bar?
Personal Data is more important than this….
It may contain both financial as well as private life information!!!
▪ Data Security and Privacy are of outmost importance!
▪ Especially when this comes to PERSONAL Data
▪ Various regulations and norms pointing this out, in every country, state and
continent
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 2
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
Data Set
Security Level Privacy Level
Analytics
Performance
Analytics
Accuracy
Data Value
Lo Med Hi Lo Med Hi Lo Med Hi Lo Med Hi Lo Med Hi
Data Location
Edge Storage X X x X X x X
Cloud Storage X X x X X X
Sharing Amount
Full X X X X X
Partial X X X X X
Data Encryption
Unencrypted X X X X X
Searchable
Encryption
x X X X x X X
Encrypted X X x X X X
Data Anonymisation
None X X X X X
Digital Twin X X X X x X X
Personas Ready X X X X x X x
3
Different Perspectives of Data in a Data Sharing
World
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
What about trust?
▪ Similarly, trust guarantees need to be there!
▪ Trust is build piece by piece…. but is destroyed instantly and totally!
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 4
Individuals need
to trust the
platform they are
providing data to
Data Seekers need to
trust that the
platform provides
them with the most
valuable information
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
A Personal “DataVault”
Sharing Configurator
Anonymiser
Anonymisat
ion
Digital Twin
Generator
Access
Policy
Editor
Identities
Wallet
Sharing Setup Manager
AnonymiserEdge
Analytics
Engine
How can we ensure Security, Privacy and Trust
for an Individual?
▪ Assets need to be collected by the Individual
▪ Data need to be stored at the side of the
individual
▪ The individual should choose:
▪ When to share
▪ What to share (data/analytics/….)
▪ How to share (anonymous/encrypted/etc….)
▪ With whom to share
▪ Under which conditions to share
▪ The Individual should be aware of his risk
exposure
▪ The Individual should trust the platform and be
trusted by the platform!
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 5
Privacy
Metrics
Dashboard
Data Catalogue
Secure Storage
DataFetcherandTransformer
Encryption/ Decryption
Engine
Data Schema
Repository
Attestation
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
A Cloud-Based “DataVaults” Infrastructure
WebAccessOpenAPI
How can we ensure Security, Privacy and Trust
for a Data Seeker?
▪ One access point for all
▪ Data need to be searchable, even if encrypted
▪ Access provision should be simple and apply to
newcomers
▪ Data Seeker’s Assets need to be isolated
▪ Analytics need be perfomed in secure spaces
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 6
Secure Analytics
Playground
Visualisation
Dashboard
Data Analytics
Query Builder
and Data
Explorer
Encryption/Decryption Engine
Encrypted Searchable Data Lake
Data Catalogue
Secure
Storage
Secure
Storage
Secure
Storage
Data Seekers
Vault
Access Policy Engine
Attribute Based Encryption Engine
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
Sharing means Value Flow and Gains!
▪ High time data-owners to get compensated for their assets!
▪ Fundamental to keep privacy in place!
A double “permissive” ledger approach, with an intermediate entity
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 7
Data
Seeker
DV
Platform
DV
Platform
Data
Owner
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
A Blockchain Infrastructure
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 8
Personal DataVault App
DataVaults Cloud Platform
Backbone
Trusted Data Sharing and Contract Negotiation Features
Data Vaults Private
Brokerage Engine
Personal DataVault
Wallet
Private
Ledger
Private
Ledger
Private
Ledger
Open
Ledger
Open
Ledger
DataStream and Contract Composer
Platform
DataVaults Wallet
DataVaults
Open
Brokerage
Engine
Open
Ledger
▪ Allow monetisation and value flow.
▪ Increase trust in transactions happening over the platform
▪ Act as a reference point for access control and past actions
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
The DataVaults Architecture
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 9
Personal DataVault App
DataVaults Cloud Platform
Backbone
Trusted Data Sharing and Contract Negotiation Features
Trusted Cloud-based Secure Data Analytics and Data Retention Services
Personal Secure Data Management Functions
and Edge Analytics
Privacy
Metrics
Dashboard
Data Catalogue
Secure Storage
Sharing Configurator
Data Vaults Private
Brokerage Engine
DataFetcherandTransformer
Encryption/ Decryption
Engine
Personal DataVault
Wallet
Secure Analytics
Playground
Private
Ledger
Private
Ledger
Private
Ledger
Open
Ledger
Open
Ledger
DataStream and Contract Composer
Data Request
Service Resolver
Platform
DataVaults Wallet
Visualisation
Dashboard
Persona Group
Generator
Access Policy Engine
Risk
Management
Monitor
DataVaults
Open
Brokerage
Engine
Data Schema
Repository
Edge
Analytics
Engine
Query Builder
and Data
Explorer
Open
Ledger
Data Analytics
Anonymiser
Anonymisat
ion
Digital Twin
Generator
Access
Policy
Editor
Identities
Wallet
Encryption/Decryption Engine
Encrypted Searchable Data Lake
Data Catalogue
Secure
Storage
Secure
Storage
Secure
Storage
Attestation
Data Seekers
Vault
WebAccessOpenAPI
Notification
System
Sharing Setup Manager
Anonymiser
Attribute Based Encryption Engine
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
The way to move on
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 10
Let the data providers decide
what, how much and in which
manner they would like to
share it
Data asset control and management
Trusted and secure sharing
Risk exposure awareness
Guarantee the privacy and
security of personal data during
collection, sharing and
utilisation
TPM attestation/crypto
Private and Public ledgers
ABAC + ABE
Layered anonymisation
Searchable Encryption
Attribute a fair share of the
value data generates and allows
data seekers to extract
intelligence
Novel compensation schemes
Blockchain based data access and
sharing
Data analytics and intelligence
generation
DataVaults is a project co-funded by the Horizon 2020 Program of the
European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755
and is contributing to the BDV-PPP of the European Commission.
THANK YOU
Dr. Sotiris Koussouris
sotiris@suite5.eu
DataVaults Project – www.datavaults.eu
11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 11

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Key Modules for a trsuted and privacy preserving personal data marketplace

  • 1. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. Key modules for a trusted and privacy- preserving Personal Data Marketplace Dr. Sotiris Koussouris Suite5 Data Intelligence Solutions
  • 2. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. Should we care for Security and Privacy? Would you leave your wallet on display, unattended in a public bar? Personal Data is more important than this…. It may contain both financial as well as private life information!!! ▪ Data Security and Privacy are of outmost importance! ▪ Especially when this comes to PERSONAL Data ▪ Various regulations and norms pointing this out, in every country, state and continent 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 2
  • 3. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. Data Set Security Level Privacy Level Analytics Performance Analytics Accuracy Data Value Lo Med Hi Lo Med Hi Lo Med Hi Lo Med Hi Lo Med Hi Data Location Edge Storage X X x X X x X Cloud Storage X X x X X X Sharing Amount Full X X X X X Partial X X X X X Data Encryption Unencrypted X X X X X Searchable Encryption x X X X x X X Encrypted X X x X X X Data Anonymisation None X X X X X Digital Twin X X X X x X X Personas Ready X X X X x X x 3 Different Perspectives of Data in a Data Sharing World 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners
  • 4. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. What about trust? ▪ Similarly, trust guarantees need to be there! ▪ Trust is build piece by piece…. but is destroyed instantly and totally! 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 4 Individuals need to trust the platform they are providing data to Data Seekers need to trust that the platform provides them with the most valuable information
  • 5. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. A Personal “DataVault” Sharing Configurator Anonymiser Anonymisat ion Digital Twin Generator Access Policy Editor Identities Wallet Sharing Setup Manager AnonymiserEdge Analytics Engine How can we ensure Security, Privacy and Trust for an Individual? ▪ Assets need to be collected by the Individual ▪ Data need to be stored at the side of the individual ▪ The individual should choose: ▪ When to share ▪ What to share (data/analytics/….) ▪ How to share (anonymous/encrypted/etc….) ▪ With whom to share ▪ Under which conditions to share ▪ The Individual should be aware of his risk exposure ▪ The Individual should trust the platform and be trusted by the platform! 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 5 Privacy Metrics Dashboard Data Catalogue Secure Storage DataFetcherandTransformer Encryption/ Decryption Engine Data Schema Repository Attestation
  • 6. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. A Cloud-Based “DataVaults” Infrastructure WebAccessOpenAPI How can we ensure Security, Privacy and Trust for a Data Seeker? ▪ One access point for all ▪ Data need to be searchable, even if encrypted ▪ Access provision should be simple and apply to newcomers ▪ Data Seeker’s Assets need to be isolated ▪ Analytics need be perfomed in secure spaces 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 6 Secure Analytics Playground Visualisation Dashboard Data Analytics Query Builder and Data Explorer Encryption/Decryption Engine Encrypted Searchable Data Lake Data Catalogue Secure Storage Secure Storage Secure Storage Data Seekers Vault Access Policy Engine Attribute Based Encryption Engine
  • 7. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. Sharing means Value Flow and Gains! ▪ High time data-owners to get compensated for their assets! ▪ Fundamental to keep privacy in place! A double “permissive” ledger approach, with an intermediate entity 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 7 Data Seeker DV Platform DV Platform Data Owner
  • 8. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. A Blockchain Infrastructure 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 8 Personal DataVault App DataVaults Cloud Platform Backbone Trusted Data Sharing and Contract Negotiation Features Data Vaults Private Brokerage Engine Personal DataVault Wallet Private Ledger Private Ledger Private Ledger Open Ledger Open Ledger DataStream and Contract Composer Platform DataVaults Wallet DataVaults Open Brokerage Engine Open Ledger ▪ Allow monetisation and value flow. ▪ Increase trust in transactions happening over the platform ▪ Act as a reference point for access control and past actions
  • 9. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. The DataVaults Architecture 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 9 Personal DataVault App DataVaults Cloud Platform Backbone Trusted Data Sharing and Contract Negotiation Features Trusted Cloud-based Secure Data Analytics and Data Retention Services Personal Secure Data Management Functions and Edge Analytics Privacy Metrics Dashboard Data Catalogue Secure Storage Sharing Configurator Data Vaults Private Brokerage Engine DataFetcherandTransformer Encryption/ Decryption Engine Personal DataVault Wallet Secure Analytics Playground Private Ledger Private Ledger Private Ledger Open Ledger Open Ledger DataStream and Contract Composer Data Request Service Resolver Platform DataVaults Wallet Visualisation Dashboard Persona Group Generator Access Policy Engine Risk Management Monitor DataVaults Open Brokerage Engine Data Schema Repository Edge Analytics Engine Query Builder and Data Explorer Open Ledger Data Analytics Anonymiser Anonymisat ion Digital Twin Generator Access Policy Editor Identities Wallet Encryption/Decryption Engine Encrypted Searchable Data Lake Data Catalogue Secure Storage Secure Storage Secure Storage Attestation Data Seekers Vault WebAccessOpenAPI Notification System Sharing Setup Manager Anonymiser Attribute Based Encryption Engine
  • 10. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. The way to move on 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 10 Let the data providers decide what, how much and in which manner they would like to share it Data asset control and management Trusted and secure sharing Risk exposure awareness Guarantee the privacy and security of personal data during collection, sharing and utilisation TPM attestation/crypto Private and Public ledgers ABAC + ABE Layered anonymisation Searchable Encryption Attribute a fair share of the value data generates and allows data seekers to extract intelligence Novel compensation schemes Blockchain based data access and sharing Data analytics and intelligence generation
  • 11. DataVaults is a project co-funded by the Horizon 2020 Program of the European Union (H2020-ICT-2019-2) under Grant Agreement No. 871755 and is contributing to the BDV-PPP of the European Commission. THANK YOU Dr. Sotiris Koussouris sotiris@suite5.eu DataVaults Project – www.datavaults.eu 11/12/2020BDVe Webinar - Bringing Back Personal Data Value to the Rightful Owners 11