SlideShare ist ein Scribd-Unternehmen logo
1 von 19
Downloaden Sie, um offline zu lesen
Personal data and blockchain:
Opportunities and Challenges
MyData 2016 Conference
Day 1, August 31st, Helsinki
Session: Blockchain and Personal Data
Michele Nati
Lead Technologist Personal Data and Trust
Digital Catapult, London
@michelenati
Personal Data: Opportunities
•  Overall financial
benefit
•  £15bn	
  untapped	
  wealth	
  for	
  UK	
  
consumers	
  
•  The incentive to share
•  30%	
  of	
  consumers	
  believe	
  “to	
  improve	
  
services	
  and	
  benefit”	
  is	
  the	
  most	
  
important	
  incen5ve	
  for	
  sharing	
  personal	
  
data	
  
•  How to incentivize
•  43%	
  said	
  the	
  main	
  incen=ve	
  for	
  sharing	
  
personal	
  data	
  is	
  if	
  it	
  was	
  going	
  to	
  be	
  used	
  
to	
  improve	
  society	
  
Personal	
  Data	
  and	
  Trust	
  Review:	
  h<ps://www.digitalcatapultcentre.org.uk/pdtreview/	
  
Personal Data: Barriers
•  Trust
•  44%	
  of	
  consumers	
  trust	
  the	
  public	
  sector	
  
most	
  with	
  their	
  personal	
  data	
  
•  2%	
  choose	
  telecoms	
  as	
  the	
  most	
  trusted	
  
sector	
  
•  30%	
  feel	
  the	
  retail	
  sector	
  is	
  not	
  clear	
  on	
  
how	
  use	
  their	
  personal	
  data	
  
•  Consent
•  65%	
  of	
  consumers	
  are	
  insure	
  if	
  data	
  is	
  
shared	
  without	
  their	
  consent	
  
•  Loosing control
•  76%	
  of	
  consumers	
  feel	
  they	
  have	
  no	
  
control	
  over	
  how	
  their	
  data	
  is	
  shared	
  or	
  
who	
  with	
  
Personal	
  Data	
  and	
  Trust	
  Review:	
  h<ps://www.digitalcatapultcentre.org.uk/pdtreview/	
  
Personal Data Ecosystem
•  How data can be linked
together?
•  How access can be granted
and controlled?
•  How all involved parties can
trust each others?
•  How the right incentives
can be created?
Blockchain in 2015
h<p://www.gartner.com/technology/research/methodologies/hype-­‐cycle.jsp	
  
Blockchain in 2016
h<p://www.gartner.com/technology/research/methodologies/hype-­‐cycle.jsp	
  
Blockchain Ecosystem
•  Blockchain: business case vs trust case
•  Bitcoin: (and alt-coins) interoperable
incentives within the ecosystem
•  Smart Contracts: consent management
•  Decentralized and Autonomous
Organizations (DAOs): data sharing for
social benefits and causes
Do you need blockchain?
1.  Consensus – is the use case benefiting from
agreement across all the parties that each
transaction is validated without 3rd party?
2.  Provenance – is the maintenance of a
complete audit trail important for the use
case?
3.  Immutability – is it important that the trail of
transactions cannot be altered?
4.  Liquid trust – is there a need for an agreed
“system of record” trusted by the all network?
Blockchain and identity
•  Role in the Personal Data ecosystem
•  Link	
  all	
  the	
  data	
  to	
  one	
  individual	
  
•  Be<er	
  and	
  personalized	
  services	
  –	
  combining	
  different	
  a<ributes	
  
•  Identities should be
•  Sovereign	
  
•  Unique	
  and	
  interoperable	
  
•  Verified	
  
•  Mul5ple	
  and	
  context-­‐based	
  (mul5ple	
  personas)	
  
•  Blockchain role
•  (Decentralized)	
  User-­‐managed	
  
•  Consensus	
  –	
  new	
  forms	
  of	
  iden5ty	
  (for	
  unbanked)	
  
•  Notary	
  func5on	
  -­‐	
  Integrity	
  
•  Audit	
  trail	
  –	
  non-­‐repudiable	
  
•  Confiden5ality?	
  (requires	
  some	
  thoughts)	
  
	
  
(Attributes) Verification might still require 3rd party
BC and PD ecosystem:
An example
Blockchain and Personal Data:
An example
Benefits distribution and tracking
•  Assign coins with clause on how they are
spent (alt-coin)
•  Require to verify identities
Possible Risks (to address):
•  (might) Leak privacy on people identity (e.g.
zero-knowledge proof required)
•  Pseudonyms could be de-anonymized
•  Deal with malicious behavior (in ethical way;
this might require third party authorities)
h<p://www.bbc.co.uk/news/technology-­‐36785872	
  
Blockchain evolution
h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/	
  
2009	
  BitCoin	
  blockchain	
  implementa5on	
  
-­‐  Criminal	
  ac5vity	
  
-­‐  2016:	
  AML	
  EU	
  regula5on	
  h<p://ec.europa.eu/jus5ce/criminal/document/files/aml-­‐direc5ve_en.pdf	
  
Blockchain evolution
h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/	
  
2013	
  Ethereum	
  Smart	
  Contracts	
  presented	
  
-­‐  Security	
  and	
  scalability	
  concerns	
  
-­‐  July	
  2015	
  launch	
  aber	
  crowdsale	
  campaign	
  	
  
Blockchain evolution
h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/	
  
2016	
  May	
  daohub.org	
  launch	
  
-­‐  DAO	
  hacked	
  
-­‐  June	
  2016	
  hard	
  fork	
  
Blockchain evolution
h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/	
  
?	
  ML/AI	
  will	
  run	
  organiza5ons	
  
-­‐  What	
  kind	
  of	
  control	
  we	
  need?	
  
-­‐  How	
  we	
  guarantee	
  ethical	
  decision?	
  
Blockchain evolution
h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/	
  
Blockchain evolution
h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/	
  
Governance in decentralized
systems
•  Everybody can use blockchain, run smart
contracts, participate to DAOs
•  But who takes decisions?
•  Currently	
  developers	
  and	
  miners	
  
•  SW	
  licenses	
  generally	
  disclaim	
  all	
  liabili5es	
  
•  Who should be accountable for malicious
behavior?
•  Not	
  yet	
  well-­‐defined	
  
•  Shall	
  core	
  developers	
  and	
  miners	
  be	
  considered	
  as	
  fiduciaries?	
  (duty	
  of	
  care,	
  
loyalty	
  and	
  good	
  faith)	
  
•  What governance structure will be
required?
THANK YOU!
#DigiCatapult
info@digicatapult.org.uk
0300 1233 101
Digital Catapult
digicatapult.org.uk
/DigitalCatapult
@DigitalCatapult

Weitere ähnliche Inhalte

Was ist angesagt?

From Blockchain to Brexit - edtech trends for 2018 - BETT 2018
From Blockchain to Brexit - edtech trends for 2018 - BETT 2018From Blockchain to Brexit - edtech trends for 2018 - BETT 2018
From Blockchain to Brexit - edtech trends for 2018 - BETT 2018Martin Hamilton
 
Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...
Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...
Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...Sean Manion PhD
 
ODI overview
ODI overviewODI overview
ODI overviewtheODI
 
Blockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab SlidesBlockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab SlidesPistoia Alliance
 
Potential of blockchain into industry 4.0
Potential of blockchain into industry 4.0  Potential of blockchain into industry 4.0
Potential of blockchain into industry 4.0 TechXpla
 
Semantic Blockchains in the Supply Chain
Semantic Blockchains in the Supply ChainSemantic Blockchains in the Supply Chain
Semantic Blockchains in the Supply ChainChristopher Brewster
 
Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...
Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...
Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...Mike Bingle-Davis
 
Introduction to Blockchain Business Models
Introduction to Blockchain Business ModelsIntroduction to Blockchain Business Models
Introduction to Blockchain Business ModelsGokul Alex
 
Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...
Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...
Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...FIWARE
 
GDPR and Data Ethics considerations in personal data sharing
GDPR and Data Ethics considerations in personal data sharingGDPR and Data Ethics considerations in personal data sharing
GDPR and Data Ethics considerations in personal data sharingBig Data Value Association
 
Key Modules for a trsuted and privacy preserving personal data marketplace
Key Modules for a trsuted and privacy preserving personal data marketplaceKey Modules for a trsuted and privacy preserving personal data marketplace
Key Modules for a trsuted and privacy preserving personal data marketplaceBig Data Value Association
 
Blockchain and Supply Chain Added Values
Blockchain and Supply Chain Added Values Blockchain and Supply Chain Added Values
Blockchain and Supply Chain Added Values Christophe Suizdak
 
Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)
Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)
Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)Digipolis Antwerpen
 
How will blockchain development change the supply chain
How will blockchain development change the supply chainHow will blockchain development change the supply chain
How will blockchain development change the supply chainOliviaJune1
 
Self-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' Poikola
Self-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' PoikolaSelf-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' Poikola
Self-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' PoikolaSSIMeetup
 
Ocean Protocol Presentation by CEO Bruce Pon 20171129
Ocean Protocol Presentation by CEO Bruce Pon 20171129Ocean Protocol Presentation by CEO Bruce Pon 20171129
Ocean Protocol Presentation by CEO Bruce Pon 20171129Team AI
 

Was ist angesagt? (18)

From Blockchain to Brexit - edtech trends for 2018 - BETT 2018
From Blockchain to Brexit - edtech trends for 2018 - BETT 2018From Blockchain to Brexit - edtech trends for 2018 - BETT 2018
From Blockchain to Brexit - edtech trends for 2018 - BETT 2018
 
Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...
Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...
Blockchain Healthcare Situation Report (BC/HC SITREP) Volume 2 Issue 4, 22 - ...
 
ODI overview
ODI overviewODI overview
ODI overview
 
Blockchain BM Development
Blockchain BM DevelopmentBlockchain BM Development
Blockchain BM Development
 
Blockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab SlidesBlockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab Slides
 
Potential of blockchain into industry 4.0
Potential of blockchain into industry 4.0  Potential of blockchain into industry 4.0
Potential of blockchain into industry 4.0
 
Semantic Blockchains in the Supply Chain
Semantic Blockchains in the Supply ChainSemantic Blockchains in the Supply Chain
Semantic Blockchains in the Supply Chain
 
Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...
Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...
Blockchain in Industry 4.0 - How the Oil and Gas Industry is Utilizing these ...
 
Introduction to Blockchain Business Models
Introduction to Blockchain Business ModelsIntroduction to Blockchain Business Models
Introduction to Blockchain Business Models
 
Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...
Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...
Session 1 - Introduction to i4Trust Data Spaces, building blocks, and roles |...
 
GDPR and Data Ethics considerations in personal data sharing
GDPR and Data Ethics considerations in personal data sharingGDPR and Data Ethics considerations in personal data sharing
GDPR and Data Ethics considerations in personal data sharing
 
Key Modules for a trsuted and privacy preserving personal data marketplace
Key Modules for a trsuted and privacy preserving personal data marketplaceKey Modules for a trsuted and privacy preserving personal data marketplace
Key Modules for a trsuted and privacy preserving personal data marketplace
 
Columbia citi economics of net 060515 final
Columbia citi economics of net 060515 finalColumbia citi economics of net 060515 final
Columbia citi economics of net 060515 final
 
Blockchain and Supply Chain Added Values
Blockchain and Supply Chain Added Values Blockchain and Supply Chain Added Values
Blockchain and Supply Chain Added Values
 
Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)
Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)
Meetup 24/5/2018 - Digitale identiteit op blockchain (Self-Sovereign Identity)
 
How will blockchain development change the supply chain
How will blockchain development change the supply chainHow will blockchain development change the supply chain
How will blockchain development change the supply chain
 
Self-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' Poikola
Self-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' PoikolaSelf-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' Poikola
Self-Sovereign Identity and the MyData model from Finland - Antti 'Jogi' Poikola
 
Ocean Protocol Presentation by CEO Bruce Pon 20171129
Ocean Protocol Presentation by CEO Bruce Pon 20171129Ocean Protocol Presentation by CEO Bruce Pon 20171129
Ocean Protocol Presentation by CEO Bruce Pon 20171129
 

Andere mochten auch

Personal Data and Trust Network inaugural Event 11 march 2015 - record
Personal Data and Trust Network inaugural Event   11 march 2015 - recordPersonal Data and Trust Network inaugural Event   11 march 2015 - record
Personal Data and Trust Network inaugural Event 11 march 2015 - recordDigital Catapult
 
Structured approach to blockchain and consensus techniques
Structured approach to blockchain and consensus techniquesStructured approach to blockchain and consensus techniques
Structured approach to blockchain and consensus techniquesVasiliy Suvorov
 
Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...
Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...
Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...Melanie Swan
 
Blockchain Consensus Protocols
Blockchain Consensus ProtocolsBlockchain Consensus Protocols
Blockchain Consensus ProtocolsMelanie Swan
 
CBGTBT - Part 1 - Workshop introduction & primer
CBGTBT - Part 1 - Workshop introduction & primerCBGTBT - Part 1 - Workshop introduction & primer
CBGTBT - Part 1 - Workshop introduction & primerBlockstrap.com
 
Open Innovation in the UK - Digital Catapult - Michele Nati
Open Innovation in the UK - Digital Catapult - Michele NatiOpen Innovation in the UK - Digital Catapult - Michele Nati
Open Innovation in the UK - Digital Catapult - Michele NatiMicheleNati
 
Personalisation of Social Care Pit Stop
Personalisation of Social Care Pit StopPersonalisation of Social Care Pit Stop
Personalisation of Social Care Pit StopDigital Catapult
 
Integration of Health and Social Care Pit Stop
Integration of Health and Social Care Pit StopIntegration of Health and Social Care Pit Stop
Integration of Health and Social Care Pit StopDigital Catapult
 
Database versioning in golang
Database versioning in golangDatabase versioning in golang
Database versioning in golangThuc Le Dong
 
IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...
IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...
IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...MicheleNati
 
Tizen apps with Context Awareness and Machine Learning
Tizen apps with Context Awareness and Machine LearningTizen apps with Context Awareness and Machine Learning
Tizen apps with Context Awareness and Machine LearningShashwat Pradhan
 
FIWARE IoT Proposal & Community
FIWARE IoT Proposal & CommunityFIWARE IoT Proposal & Community
FIWARE IoT Proposal & CommunityFIWARE
 
What is blockchain public
What is blockchain   publicWhat is blockchain   public
What is blockchain publicScott Wilkinson
 
Bitcoin 101 &amp; the state of the industry
Bitcoin 101 &amp; the state of the industryBitcoin 101 &amp; the state of the industry
Bitcoin 101 &amp; the state of the industryPrivKey, LLC
 
Blockchain 101 & 102: A primer for every board and c-level.
Blockchain 101 & 102: A primer for every board and c-level.Blockchain 101 & 102: A primer for every board and c-level.
Blockchain 101 & 102: A primer for every board and c-level.Richie Etwaru
 

Andere mochten auch (20)

Personal Data and Trust Network inaugural Event 11 march 2015 - record
Personal Data and Trust Network inaugural Event   11 march 2015 - recordPersonal Data and Trust Network inaugural Event   11 march 2015 - record
Personal Data and Trust Network inaugural Event 11 march 2015 - record
 
Creative & Digital Business Briefing - March 2017
Creative & Digital Business Briefing - March 2017Creative & Digital Business Briefing - March 2017
Creative & Digital Business Briefing - March 2017
 
The Onion Routing (TOR)
The Onion Routing (TOR)The Onion Routing (TOR)
The Onion Routing (TOR)
 
Structured approach to blockchain and consensus techniques
Structured approach to blockchain and consensus techniquesStructured approach to blockchain and consensus techniques
Structured approach to blockchain and consensus techniques
 
Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...
Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...
Bitcoin and Blockchain Technology Explained: Not just Cryptocurrencies, Econo...
 
Blockchain Consensus Protocols
Blockchain Consensus ProtocolsBlockchain Consensus Protocols
Blockchain Consensus Protocols
 
Creative & Digital Business Briefing - Feb 2017
Creative & Digital Business Briefing - Feb 2017Creative & Digital Business Briefing - Feb 2017
Creative & Digital Business Briefing - Feb 2017
 
CBGTBT - Part 1 - Workshop introduction & primer
CBGTBT - Part 1 - Workshop introduction & primerCBGTBT - Part 1 - Workshop introduction & primer
CBGTBT - Part 1 - Workshop introduction & primer
 
Open Innovation in the UK - Digital Catapult - Michele Nati
Open Innovation in the UK - Digital Catapult - Michele NatiOpen Innovation in the UK - Digital Catapult - Michele Nati
Open Innovation in the UK - Digital Catapult - Michele Nati
 
Personalisation of Social Care Pit Stop
Personalisation of Social Care Pit StopPersonalisation of Social Care Pit Stop
Personalisation of Social Care Pit Stop
 
Integration of Health and Social Care Pit Stop
Integration of Health and Social Care Pit StopIntegration of Health and Social Care Pit Stop
Integration of Health and Social Care Pit Stop
 
Database versioning in golang
Database versioning in golangDatabase versioning in golang
Database versioning in golang
 
Contextual apps for Tizen
Contextual apps for TizenContextual apps for Tizen
Contextual apps for Tizen
 
IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...
IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...
IoTMeetupGuildford#6: Machine Intelligence For the IoT - Laure Andrieux - Ais...
 
Tizen apps with Context Awareness and Machine Learning
Tizen apps with Context Awareness and Machine LearningTizen apps with Context Awareness and Machine Learning
Tizen apps with Context Awareness and Machine Learning
 
FIWARE IoT Proposal & Community
FIWARE IoT Proposal & CommunityFIWARE IoT Proposal & Community
FIWARE IoT Proposal & Community
 
What is blockchain public
What is blockchain   publicWhat is blockchain   public
What is blockchain public
 
Bitcoin 101 &amp; the state of the industry
Bitcoin 101 &amp; the state of the industryBitcoin 101 &amp; the state of the industry
Bitcoin 101 &amp; the state of the industry
 
#68 ¡La balanza!
#68 ¡La balanza!#68 ¡La balanza!
#68 ¡La balanza!
 
Blockchain 101 & 102: A primer for every board and c-level.
Blockchain 101 & 102: A primer for every board and c-level.Blockchain 101 & 102: A primer for every board and c-level.
Blockchain 101 & 102: A primer for every board and c-level.
 

Ähnlich wie Personal data and blockchain: Opportunities and Challenges - Michele Nati - Lead Technologist Personal Data and Trust - Digital Catapult

Blockchain As An Enabler_16 July 2016_David Lee_Final
Blockchain As An Enabler_16 July 2016_David Lee_FinalBlockchain As An Enabler_16 July 2016_David Lee_Final
Blockchain As An Enabler_16 July 2016_David Lee_FinalDavid Lee Kuo Chuen 李国权
 
Week 5 - Blockchain Economics: Strategic Value in Private Blockchain
Week 5 - Blockchain Economics: Strategic Value in Private Blockchain  Week 5 - Blockchain Economics: Strategic Value in Private Blockchain
Week 5 - Blockchain Economics: Strategic Value in Private Blockchain Roger Royse
 
Trust in the age of blockchain
Trust in the age of blockchainTrust in the age of blockchain
Trust in the age of blockchainMicheleNati
 
Digital Transformation Business Evolution
Digital Transformation Business Evolution Digital Transformation Business Evolution
Digital Transformation Business Evolution Digital Catapult
 
UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...
UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...
UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...MicheleNati
 
BEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptx
BEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptxBEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptx
BEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptxcaniceconsulting
 
UK Government identity initiatives since the late 1990s - IDnext 2015
UK Government identity initiatives since the late 1990s - IDnext 2015UK Government identity initiatives since the late 1990s - IDnext 2015
UK Government identity initiatives since the late 1990s - IDnext 2015Jerry Fishenden
 
Blockchains For The IOT - EVRYTHNG
Blockchains For The IOT - EVRYTHNGBlockchains For The IOT - EVRYTHNG
Blockchains For The IOT - EVRYTHNGRids Vazi
 
Disruptive Technology, Philanthropy & Civil Society
Disruptive Technology, Philanthropy & Civil SocietyDisruptive Technology, Philanthropy & Civil Society
Disruptive Technology, Philanthropy & Civil Societyrhoddavies1
 
set zeroth review blockchain electoral system.pdf
set zeroth review blockchain electoral system.pdfset zeroth review blockchain electoral system.pdf
set zeroth review blockchain electoral system.pdfSudamaSharma7
 
Centigo presents Blockchain Explored (public version)
Centigo presents Blockchain Explored (public version)Centigo presents Blockchain Explored (public version)
Centigo presents Blockchain Explored (public version)Centigo
 
The Present and Future of Blockchain and AI by Dinis Guarda
The Present and Future of Blockchain and AI by Dinis GuardaThe Present and Future of Blockchain and AI by Dinis Guarda
The Present and Future of Blockchain and AI by Dinis GuardaDinis Guarda
 
Blockchain and government opportunities
Blockchain and government opportunitiesBlockchain and government opportunities
Blockchain and government opportunitiesSusan Dart
 
How Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis Guarda
How Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis GuardaHow Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis Guarda
How Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis GuardaDinis Guarda
 
South By South Best 2018: Part 2
South By South Best 2018: Part 2South By South Best 2018: Part 2
South By South Best 2018: Part 2James Quinlan
 
Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...
Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...
Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...Christopher Allen
 
"Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t..."Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t...eraser Juan José Calderón
 
An Introduction to Blockchain
An Introduction to BlockchainAn Introduction to Blockchain
An Introduction to BlockchainThomvest Ventures
 
Blockchain: everyone wants to sell me that - but is that really right for my ...
Blockchain: everyone wants to sell me that - but is that really right for my ...Blockchain: everyone wants to sell me that - but is that really right for my ...
Blockchain: everyone wants to sell me that - but is that really right for my ...EQS Group
 

Ähnlich wie Personal data and blockchain: Opportunities and Challenges - Michele Nati - Lead Technologist Personal Data and Trust - Digital Catapult (20)

Blockchain As An Enabler_16 July 2016_David Lee_Final
Blockchain As An Enabler_16 July 2016_David Lee_FinalBlockchain As An Enabler_16 July 2016_David Lee_Final
Blockchain As An Enabler_16 July 2016_David Lee_Final
 
Week 5 - Blockchain Economics: Strategic Value in Private Blockchain
Week 5 - Blockchain Economics: Strategic Value in Private Blockchain  Week 5 - Blockchain Economics: Strategic Value in Private Blockchain
Week 5 - Blockchain Economics: Strategic Value in Private Blockchain
 
Trust in the age of blockchain
Trust in the age of blockchainTrust in the age of blockchain
Trust in the age of blockchain
 
Digital Transformation Business Evolution
Digital Transformation Business Evolution Digital Transformation Business Evolution
Digital Transformation Business Evolution
 
UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...
UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...
UNICOM Conference on Digital Transformation - The Trust Framework Initiative ...
 
BEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptx
BEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptxBEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptx
BEGIN BLOCKCHAIN - Module 2_feedback implemented (real final).pptx
 
UK Government identity initiatives since the late 1990s - IDnext 2015
UK Government identity initiatives since the late 1990s - IDnext 2015UK Government identity initiatives since the late 1990s - IDnext 2015
UK Government identity initiatives since the late 1990s - IDnext 2015
 
Blockchains For The IOT - EVRYTHNG
Blockchains For The IOT - EVRYTHNGBlockchains For The IOT - EVRYTHNG
Blockchains For The IOT - EVRYTHNG
 
Disruptive Technology, Philanthropy & Civil Society
Disruptive Technology, Philanthropy & Civil SocietyDisruptive Technology, Philanthropy & Civil Society
Disruptive Technology, Philanthropy & Civil Society
 
set zeroth review blockchain electoral system.pdf
set zeroth review blockchain electoral system.pdfset zeroth review blockchain electoral system.pdf
set zeroth review blockchain electoral system.pdf
 
Centigo presents Blockchain Explored (public version)
Centigo presents Blockchain Explored (public version)Centigo presents Blockchain Explored (public version)
Centigo presents Blockchain Explored (public version)
 
The Present and Future of Blockchain and AI by Dinis Guarda
The Present and Future of Blockchain and AI by Dinis GuardaThe Present and Future of Blockchain and AI by Dinis Guarda
The Present and Future of Blockchain and AI by Dinis Guarda
 
Blockchain and government opportunities
Blockchain and government opportunitiesBlockchain and government opportunities
Blockchain and government opportunities
 
How Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis Guarda
How Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis GuardaHow Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis Guarda
How Businesses & Governments Can Prosper with Blockchain AI Tech by Dinis Guarda
 
blockchain101 (1).pptx
blockchain101 (1).pptxblockchain101 (1).pptx
blockchain101 (1).pptx
 
South By South Best 2018: Part 2
South By South Best 2018: Part 2South By South Best 2018: Part 2
South By South Best 2018: Part 2
 
Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...
Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...
Forging Self-Sovereign Identity in the Age of the Blockchain - Christopher Al...
 
"Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t..."Does blockchain hold the key to a new age of supply chain transparency and t...
"Does blockchain hold the key to a new age of supply chain transparency and t...
 
An Introduction to Blockchain
An Introduction to BlockchainAn Introduction to Blockchain
An Introduction to Blockchain
 
Blockchain: everyone wants to sell me that - but is that really right for my ...
Blockchain: everyone wants to sell me that - but is that really right for my ...Blockchain: everyone wants to sell me that - but is that really right for my ...
Blockchain: everyone wants to sell me that - but is that really right for my ...
 

Mehr von MicheleNati

Transparency Matters: Building trust into IoT
Transparency Matters: Building trust into IoTTransparency Matters: Building trust into IoT
Transparency Matters: Building trust into IoTMicheleNati
 
GDPR and IoT: What do you need to know?
GDPR and IoT: What do you need to know?GDPR and IoT: What do you need to know?
GDPR and IoT: What do you need to know?MicheleNati
 
Building Consumers Trust: The role of transparency and control
Building Consumers Trust: The role of transparency and controlBuilding Consumers Trust: The role of transparency and control
Building Consumers Trust: The role of transparency and controlMicheleNati
 
IoT Guildford Meetup#27: EU H2020 F-Interop project open call
IoT Guildford Meetup#27: EU H2020 F-Interop project open callIoT Guildford Meetup#27: EU H2020 F-Interop project open call
IoT Guildford Meetup#27: EU H2020 F-Interop project open callMicheleNati
 
IoT Guildford Meetup#27: EU H2020 TagItSmart Open Call
IoT Guildford Meetup#27: EU H2020 TagItSmart Open CallIoT Guildford Meetup#27: EU H2020 TagItSmart Open Call
IoT Guildford Meetup#27: EU H2020 TagItSmart Open CallMicheleNati
 
IoT Guildford Meetup#26: GDPR, IoT and Transparency
IoT Guildford Meetup#26: GDPR, IoT and TransparencyIoT Guildford Meetup#26: GDPR, IoT and Transparency
IoT Guildford Meetup#26: GDPR, IoT and TransparencyMicheleNati
 
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, Peazzy
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, PeazzyIoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, Peazzy
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, PeazzyMicheleNati
 
IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...
IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...
IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...MicheleNati
 
IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...
IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...
IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...MicheleNati
 
IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy intensiv...
IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy  intensiv...IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy  intensiv...
IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy intensiv...MicheleNati
 
Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...
Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...
Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...MicheleNati
 
IoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRV
IoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRVIoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRV
IoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRVMicheleNati
 
IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...
IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...
IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...MicheleNati
 
IoTMeetupGuildford#13: Michael Caste - Finding a business model for IoT
IoTMeetupGuildford#13: Michael Caste - Finding a business model for IoTIoTMeetupGuildford#13: Michael Caste - Finding a business model for IoT
IoTMeetupGuildford#13: Michael Caste - Finding a business model for IoTMicheleNati
 
Collaborative Working @ Digital Catapult - Digital Catapult - Michele Nati
Collaborative Working @ Digital Catapult - Digital Catapult - Michele NatiCollaborative Working @ Digital Catapult - Digital Catapult - Michele Nati
Collaborative Working @ Digital Catapult - Digital Catapult - Michele NatiMicheleNati
 
IoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.io
IoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.ioIoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.io
IoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.ioMicheleNati
 
IoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrb
IoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrbIoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrb
IoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrbMicheleNati
 
IoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra Technologies
IoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra TechnologiesIoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra Technologies
IoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra TechnologiesMicheleNati
 
IoTMeetupGuildford#11: IoT Modularization Will Disrupt Everything - Justin A...
IoTMeetupGuildford#11: IoT Modularization  Will Disrupt Everything - Justin A...IoTMeetupGuildford#11: IoT Modularization  Will Disrupt Everything - Justin A...
IoTMeetupGuildford#11: IoT Modularization Will Disrupt Everything - Justin A...MicheleNati
 
IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...
IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...
IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...MicheleNati
 

Mehr von MicheleNati (20)

Transparency Matters: Building trust into IoT
Transparency Matters: Building trust into IoTTransparency Matters: Building trust into IoT
Transparency Matters: Building trust into IoT
 
GDPR and IoT: What do you need to know?
GDPR and IoT: What do you need to know?GDPR and IoT: What do you need to know?
GDPR and IoT: What do you need to know?
 
Building Consumers Trust: The role of transparency and control
Building Consumers Trust: The role of transparency and controlBuilding Consumers Trust: The role of transparency and control
Building Consumers Trust: The role of transparency and control
 
IoT Guildford Meetup#27: EU H2020 F-Interop project open call
IoT Guildford Meetup#27: EU H2020 F-Interop project open callIoT Guildford Meetup#27: EU H2020 F-Interop project open call
IoT Guildford Meetup#27: EU H2020 F-Interop project open call
 
IoT Guildford Meetup#27: EU H2020 TagItSmart Open Call
IoT Guildford Meetup#27: EU H2020 TagItSmart Open CallIoT Guildford Meetup#27: EU H2020 TagItSmart Open Call
IoT Guildford Meetup#27: EU H2020 TagItSmart Open Call
 
IoT Guildford Meetup#26: GDPR, IoT and Transparency
IoT Guildford Meetup#26: GDPR, IoT and TransparencyIoT Guildford Meetup#26: GDPR, IoT and Transparency
IoT Guildford Meetup#26: GDPR, IoT and Transparency
 
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, Peazzy
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, PeazzyIoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, Peazzy
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, Peazzy
 
IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...
IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...
IoTMeetupGuildford#19: Michele Nati, Boosting IoT interoperability, F-Interop...
 
IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...
IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...
IoTMeetupGuildford#19: Stelios Georgoulas, Smart Tag for Unlocking Business p...
 
IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy intensiv...
IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy  intensiv...IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy  intensiv...
IoTMeetupGuildford#15: Steven Clarke - Generate revenue from energy intensiv...
 
Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...
Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...
Michele Nati - Digital Catapult viewpoint on Industrie 4.0 - Digital Technolo...
 
IoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRV
IoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRVIoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRV
IoTMeetupGuildford#14: Mark Hill - http://thethingsnetwork.org - OpenTRV
 
IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...
IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...
IoTMeetupGuildford#13: Michele Nati - Open Innovation in the UK - Digital Cat...
 
IoTMeetupGuildford#13: Michael Caste - Finding a business model for IoT
IoTMeetupGuildford#13: Michael Caste - Finding a business model for IoTIoTMeetupGuildford#13: Michael Caste - Finding a business model for IoT
IoTMeetupGuildford#13: Michael Caste - Finding a business model for IoT
 
Collaborative Working @ Digital Catapult - Digital Catapult - Michele Nati
Collaborative Working @ Digital Catapult - Digital Catapult - Michele NatiCollaborative Working @ Digital Catapult - Digital Catapult - Michele Nati
Collaborative Working @ Digital Catapult - Digital Catapult - Michele Nati
 
IoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.io
IoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.ioIoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.io
IoTMeetupGuildford#12: James Moulding - OpenSensors.io - OpenSensors.io
 
IoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrb
IoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrbIoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrb
IoTMeetupGuildford#12: Tirath Bansal - Independent Private Collaboration - myOrb
 
IoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra Technologies
IoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra TechnologiesIoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra Technologies
IoTMeetupGuildford#11: Zatar platform - Alex Sewell - Zebra Technologies
 
IoTMeetupGuildford#11: IoT Modularization Will Disrupt Everything - Justin A...
IoTMeetupGuildford#11: IoT Modularization  Will Disrupt Everything - Justin A...IoTMeetupGuildford#11: IoT Modularization  Will Disrupt Everything - Justin A...
IoTMeetupGuildford#11: IoT Modularization Will Disrupt Everything - Justin A...
 
IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...
IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...
IoTMeetupGuildford#11: 5G for a Connected World - Howard Benn - Samsung R&D I...
 

Kürzlich hochgeladen

Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdfChristopherTHyatt
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 

Kürzlich hochgeladen (20)

Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 

Personal data and blockchain: Opportunities and Challenges - Michele Nati - Lead Technologist Personal Data and Trust - Digital Catapult

  • 1. Personal data and blockchain: Opportunities and Challenges MyData 2016 Conference Day 1, August 31st, Helsinki Session: Blockchain and Personal Data Michele Nati Lead Technologist Personal Data and Trust Digital Catapult, London @michelenati
  • 2. Personal Data: Opportunities •  Overall financial benefit •  £15bn  untapped  wealth  for  UK   consumers   •  The incentive to share •  30%  of  consumers  believe  “to  improve   services  and  benefit”  is  the  most   important  incen5ve  for  sharing  personal   data   •  How to incentivize •  43%  said  the  main  incen=ve  for  sharing   personal  data  is  if  it  was  going  to  be  used   to  improve  society   Personal  Data  and  Trust  Review:  h<ps://www.digitalcatapultcentre.org.uk/pdtreview/  
  • 3. Personal Data: Barriers •  Trust •  44%  of  consumers  trust  the  public  sector   most  with  their  personal  data   •  2%  choose  telecoms  as  the  most  trusted   sector   •  30%  feel  the  retail  sector  is  not  clear  on   how  use  their  personal  data   •  Consent •  65%  of  consumers  are  insure  if  data  is   shared  without  their  consent   •  Loosing control •  76%  of  consumers  feel  they  have  no   control  over  how  their  data  is  shared  or   who  with   Personal  Data  and  Trust  Review:  h<ps://www.digitalcatapultcentre.org.uk/pdtreview/  
  • 4. Personal Data Ecosystem •  How data can be linked together? •  How access can be granted and controlled? •  How all involved parties can trust each others? •  How the right incentives can be created?
  • 7. Blockchain Ecosystem •  Blockchain: business case vs trust case •  Bitcoin: (and alt-coins) interoperable incentives within the ecosystem •  Smart Contracts: consent management •  Decentralized and Autonomous Organizations (DAOs): data sharing for social benefits and causes
  • 8. Do you need blockchain? 1.  Consensus – is the use case benefiting from agreement across all the parties that each transaction is validated without 3rd party? 2.  Provenance – is the maintenance of a complete audit trail important for the use case? 3.  Immutability – is it important that the trail of transactions cannot be altered? 4.  Liquid trust – is there a need for an agreed “system of record” trusted by the all network?
  • 9. Blockchain and identity •  Role in the Personal Data ecosystem •  Link  all  the  data  to  one  individual   •  Be<er  and  personalized  services  –  combining  different  a<ributes   •  Identities should be •  Sovereign   •  Unique  and  interoperable   •  Verified   •  Mul5ple  and  context-­‐based  (mul5ple  personas)   •  Blockchain role •  (Decentralized)  User-­‐managed   •  Consensus  –  new  forms  of  iden5ty  (for  unbanked)   •  Notary  func5on  -­‐  Integrity   •  Audit  trail  –  non-­‐repudiable   •  Confiden5ality?  (requires  some  thoughts)     (Attributes) Verification might still require 3rd party
  • 10. BC and PD ecosystem: An example
  • 11. Blockchain and Personal Data: An example Benefits distribution and tracking •  Assign coins with clause on how they are spent (alt-coin) •  Require to verify identities Possible Risks (to address): •  (might) Leak privacy on people identity (e.g. zero-knowledge proof required) •  Pseudonyms could be de-anonymized •  Deal with malicious behavior (in ethical way; this might require third party authorities) h<p://www.bbc.co.uk/news/technology-­‐36785872  
  • 12. Blockchain evolution h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/   2009  BitCoin  blockchain  implementa5on   -­‐  Criminal  ac5vity   -­‐  2016:  AML  EU  regula5on  h<p://ec.europa.eu/jus5ce/criminal/document/files/aml-­‐direc5ve_en.pdf  
  • 13. Blockchain evolution h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/   2013  Ethereum  Smart  Contracts  presented   -­‐  Security  and  scalability  concerns   -­‐  July  2015  launch  aber  crowdsale  campaign    
  • 14. Blockchain evolution h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/   2016  May  daohub.org  launch   -­‐  DAO  hacked   -­‐  June  2016  hard  fork  
  • 15. Blockchain evolution h<ps://www.digitale-­‐exzellenz.de/die-­‐blockchain-­‐evolu5on/   ?  ML/AI  will  run  organiza5ons   -­‐  What  kind  of  control  we  need?   -­‐  How  we  guarantee  ethical  decision?  
  • 18. Governance in decentralized systems •  Everybody can use blockchain, run smart contracts, participate to DAOs •  But who takes decisions? •  Currently  developers  and  miners   •  SW  licenses  generally  disclaim  all  liabili5es   •  Who should be accountable for malicious behavior? •  Not  yet  well-­‐defined   •  Shall  core  developers  and  miners  be  considered  as  fiduciaries?  (duty  of  care,   loyalty  and  good  faith)   •  What governance structure will be required?
  • 19. THANK YOU! #DigiCatapult info@digicatapult.org.uk 0300 1233 101 Digital Catapult digicatapult.org.uk /DigitalCatapult @DigitalCatapult