SlideShare une entreprise Scribd logo
1  sur  31
Télécharger pour lire hors ligne
Blockchain for Digital
Identifiers
Improving Data Openness, Security and Persistence
in the modern world.
Dr Mirek Sopek MakoLab SA, Poland
Presentation plan
 Digital Identifiers and their challenges
 Why Blockchain?
 Examples of Blockchain use for Identification
 Our Case Studies: DOI (Digital Object Identifier) and LEI (Legal
Entity Identifier)
 LEI Proof-of-Concept – fully functional software
 Lessons learned from the POC
 Conclusions
2
Digital Identifiers and their challenges
 Uniqueness – “Who is Who” without doubts
 Openness - accessible free of charge as a “broad public
good ”
 Decentralization of their generation/assignment
 Bi-directional non-repudiation
 Authenticity
 Resilience to system failures
3
Digital Identifiers Examples
 LEI – Legal Entity Identifiers
 ISIN – International Securities Identification Number (by ANNA)
 Financial Instrument Global Identifier (Bloomberg FIGI)
 Companies Registration Numbers (CRN)
 VAT Numbers
 Electronic Product Codes (EPC: GS1, EAN codes, etc)
 DOI – Digital Object Identifiers
 VIN – Vehicle Identification Number
 GPII – Global Patient Identifier
4
Why Blockchain? - I
 Non-repudiation of identities and transactions
 Immutability of data
 Data openness
 Decentralization of processing
 Lowering the transactions costs in distributed
organizations
 Transparency to internal stakeholders and regulators
 Resilience to system failures
5
Why Blockchain? - II
 Trust guaranteed by mathematics
 Efficient replication mechanisms
 Far-reaching democratization of Digital Identifiers
generation (for specific types of identifiers)
 Ability to restrict generation of identifiers to authorized
agents or institutions.
 Diversification of targets: institutions, legal and real
persons, datasets and devices.
6
Blockchain - a metaphor
7
Open Data carved in stone
Existing uses of Blockchain for Identifiers
 Blockstack (“ …the first implementation of a decentralized DNS system on
top of the Bitcoin blockchain”)
 Namecoin (The cryptocurrency with applications for naming ( .bit domain) )
 … and more: ShoCard, Hypr, BlockAuth, CryptID …
8
Blockchain evolution
 Blockchain 1.0 – Bitcoin and other Crypto Currencies
“The deployment of cryptocurrencies in applications related to cash, such as currency transfer, remittance, and
digital payment systems”
 Blockchain 2.0 – Contracts and Identities
“The entire slate of economic, market, and financial applications using the blockchain that are more extensive than
simple cash transactions: stocks, bonds, futures, loans, mortgages, titles, smart property, and smart contracts”
 Blockchain 3.0 – Applications
“Beyond currency, finance, and markets—particularly in the areas of government, health, science, literacy, culture,
and art.”
Quotations from: “Blockchain” by Melanie Swan, O'Reilly Media, Inc.
9
The idea of using
Blockchain 2.0 Smart Contracts
for Identification Services
Using Blockchain 2.0 Smart Contracts for
Identification Services. I
The central tenet of our approach is to treat a single record
for any entity to be identified by some KEY as "atomic", in
the sense of being curated as a single unit of data, by the
authority that assigns the KEYs.
Then, the representation of a single “atomic” record can be
considered as a state for a single smart contract.
11
Using Blockchain 2.0 Smart Contracts for
Identification Services. II
Each such contract would offer a method for accessing the
representation, and a dynamic data structure that holds
"revisions" of the representation. That is, when the record
changes globally, its new representation would be added
to the state of the contract. Such contract can hold many
revisions of the representation, bound only by the
capabilities of the network’s global storage. We call such
contract "entity contract".
12
Using Blockchain 2.0 Smart Contracts for
Identification Services. III
Together with entity contracts, someone can devise one or
more "master contracts", that keep track of individual entity
contracts and make accessing an easier process.
One must remember, however, about the trade-off between
complexity of such contracts and their cost of creation and
execution.
13
Using Blockchain 2.0 Smart Contracts for
Identification Services. IV
The suggested architecture for the Digital Identifiers on the
blockchain is: Consortium blockchains
Vitalik Buterin - https://blog.ethereum.org/2015/08/07/on-public-and-private-blockchains/ :
A consortium blockchain is a blockchain where the consensus process is controlled by a pre-selected set of
nodes; for example, one might imagine a consortium of 15 financial institutions, each of which operates a
node and of which 10 must sign every block in order for the block to be valid. The right to read the
blockchain may be public, or restricted to the participants, and there are also hybrid routes such as the root
hashes of the blocks being public together with an API that allows members of the public to make a limited
number of queries and get back cryptographic proofs of some parts of the blockchain state. These
blockchains may be considered “partially decentralized”.
14
Case studies:
DOI – Digital Object Identifiers
LEI – Legal Entity Identifiers
Case Study I – DOI – Digital Object Identifiers
The Digital Object Identifier (DOI) system is a generic framework
allowing for the identification of any digital object across global
computer networks. The key features of the DOI system include
persistence, fault-tolerant operation, security and ability to resolve its
identifiers to different forms, including metadata about objects and
pointers to their object location.
The DOI system is part of an ISO standard (ISO 26324).
Example: https://doi.org/10.1109/5.771073
16
DOI infrastructure today – HANDLE system
17
The Handle System, is a set of protocols concerned with
assignment, resolution and management of persistent
identifiers for digital objects and other resources on a network.
The system was originally developed by Bob Kahn, (contributor
to the invention of the TCP/IP protocol), with active
participation of DARPA in the framework of CNRI. CNRI
develops and manages the system through today.
Our current activity
18
The main idea behind the case study is the way we envision the use of
Blockchain technology as the back-end infrastructure for the DOI (Digital
Object Identifier) system, effectively improving or replacing the aging
Handle system.
The project has been proposed to US National Science Foundation by our
American Joint-Venture: Chemical Semantics, Inc.
Two case studies:
DOI – Digital Object Identifiers
LEI – Legal Entity Identifiers
Case Study I – LEI – Legal Entity Identifier
„The Legal Entity Identifier (LEI) is a 20-digit, alpha-numeric code based
on the ISO 17442 standard developed by the International Organization
for Standardization (ISO). It connects to key reference information that
enables clear and unique identification of legal entities participating in
financial transactions.
Simply put, the publicly available LEI data pool can be regarded as a
global directory, which greatly enhances transparency in the global
marketplace.”
https://www.gleif.org/en/lei-focus/introducing-the-legal-entity-identifier-lei
20
MakoLab LEI Resolver – how does it work?
5493001KJTIIGC8Y1R12
Create URI
http://lei.info/5493001KJTIIGC8Y1R12
Visual for Human Web Media (HTML)
Data for Machine consumption (RDF)
Picture for Paper Media (QR-Code)
1
2 http://lei.info/5493001KJTIIGC8Y1R12
21
LEI Resolver – Visual Resolution
http://lei.info/5493001KJTIIGC8Y1R12 Visual for Human Web Media (HTML)2
22
LEI Resolver – Data for machine consumption
http://lei.info/5493001KJTIIGC8Y1R12 Data for Machine consumption (RDF)
RDF Graphs can be returned
in multiple formats:
2
 rdf+xml
 x-turtle
 n-triples
 Trig
 rdf+n3
 n-quads
 ld+json
 owl+xml
 turtle
 trix
 n3
 text/plain
 x-nquads
23
MakoLab LEI Blockchain Proof of Concept
The fundamental principles for the POC:
 Modelling a small consortium blockchain (only 3 nodes for the POC)
 Using Ethereum as smart contract platform
 Ethereum clients form a private network of participants
 Each client synchronizes its blockchain with others
 Three LOUs (Local Operating Units) modelled
 Clients are connected in a distributed cluster
24
MakoLab’s LEI
Proof-of-Concept
 Ethereum nodes (run as GETH
processes) are interfaced using
WEB3.js library
 node.js is used as a primary layer on
top of GETH and as a web server to
access the blockchain
 Additional logic is delivered by a layer
of Python scripts
 LEI data is represented as JSON-LD
objects
 Web application Front-End JS code
allows for retrieval, entry and update
of data
 Single node is: 8GB/4 cores/ 3,2
GHz/Intel i7
25
More details
about the POC
 Fast index service used for searches
(SOLR)
 Individual web interfaces are enabled
for each LOU
 POC functionality:
Search, Creation of contracts for LEIs
records, registration in the master,
creation of the new revisions …
 Estimated mining time for a single LEI:
mining of 1 block itself, with low
difficulty PoW (0x4000), typically less
than 10 secs
1 LEI = 3 blocks = ~30 sec.
26
POC Web interface: http://leiblc.mm.com.pl/POC.html
27
POC Web interface and JSON-LD LEI representation
28
Lessons Learned from the LEI POC
 Ethereum is a very good platform for building a Digital Identifiers Blockchain based
system
 However, Blockchain software is not enough to build a fully functional identification
system
 The need for indexing and caching is important (access time to LEI data varied between
few hundreds ms to ~2 seconds depending on the number of LEI record revisions)
 Index and cache security are needed and can be done by periodic hashing of index/cache
server database and frequent verification
 POW difficulty can be easily adjusted (low for initial blockchain creation, higher for new
entries and updates)
 Semantic Layer is needed for adding meaning to smart contracts (e.g. GLEIO Ontology for
LEI) – next on our POC
29
Conclusions
 Blockchain technology is the ideal choice for Digital Identifiers working in the public space
 Blockchain offers non-repudiation, persistence, fault-tolerant operation, security
(authenticity), trust and low-cost decentralized management
 For Identifiers assigned by distributed system of affiliated organizations (like RAs for DOI
or LOUs for LEI) – the consortium Blockchains form the ideal organizational framework
 The ability to resolve the identifiers to different forms requires additional software
solutions
 Next steps in our Blockchain research will include:
 Adding a semantic layer to blockchain data
 Adding linked data resolution mechanisms
 Moving the interface layer to Ethereum to .net technology
 Getting ALL current LEI data to the blockchain
30
31
Contact
Dominik Kuziński
MakoLab SA
Rzgowska 30
93-172 Łódź
Poland
dominik.kuzinski@makolab.com
Brandon Pate
MakoLab USA Inc.
20 West University Ave.,
Gainesville, FL 32601
USA
brandon.pate@makolab.com
Mirek Sopek
MakoLab SA
Demokratyczna 46
93-430 Lodz
Poland
+48 600 814 537
sopek@makolab.com

Contenu connexe

Tendances

Blockchain technology-report-final
Blockchain technology-report-finalBlockchain technology-report-final
Blockchain technology-report-finalRishabhMalik32
 
Blockchain Technology Report 2018
Blockchain Technology Report 2018Blockchain Technology Report 2018
Blockchain Technology Report 2018Ranvijay Singh
 
Blockchain: it's much more than Bitcoin
Blockchain: it's much more than BitcoinBlockchain: it's much more than Bitcoin
Blockchain: it's much more than BitcoinKuba Tymula
 
Ultimate guide to understand- What is Blockchain Technology
Ultimate guide to understand- What is Blockchain Technology Ultimate guide to understand- What is Blockchain Technology
Ultimate guide to understand- What is Blockchain Technology Chapter247 Infotech
 
Webinar: Blockchain – A Revolution You Can’t Stop | by Intellectsoft
Webinar: Blockchain – A Revolution You Can’t Stop | by IntellectsoftWebinar: Blockchain – A Revolution You Can’t Stop | by Intellectsoft
Webinar: Blockchain – A Revolution You Can’t Stop | by IntellectsoftIntellectsoft
 
Blockchain Primer - Founder Collective - December 2017
Blockchain Primer - Founder Collective - December 2017Blockchain Primer - Founder Collective - December 2017
Blockchain Primer - Founder Collective - December 2017Parul Singh
 
Blockchain Technology Fundamentals
Blockchain Technology FundamentalsBlockchain Technology Fundamentals
Blockchain Technology FundamentalsExperfy
 
Web3 Infrastructure Thesis
Web3 Infrastructure Thesis Web3 Infrastructure Thesis
Web3 Infrastructure Thesis SeanStuart17
 
Blockchain Landscape Report 2019
Blockchain Landscape Report 2019Blockchain Landscape Report 2019
Blockchain Landscape Report 2019[x]cube LABS
 
Blockchain Applications in Enterprises
Blockchain Applications in EnterprisesBlockchain Applications in Enterprises
Blockchain Applications in EnterprisesMinHsien Chang
 
Blockchain and you - An Intro to Bitcoin and the Blockchain
Blockchain and you - An Intro to Bitcoin and the BlockchainBlockchain and you - An Intro to Bitcoin and the Blockchain
Blockchain and you - An Intro to Bitcoin and the BlockchainJay Kannaiyan
 
DeFi Beyond the Hype
DeFi Beyond the HypeDeFi Beyond the Hype
DeFi Beyond the HypeHarsha MV
 
Blockchains
BlockchainsBlockchains
BlockchainsIan Blum
 
Blockchain singularities
Blockchain singularitiesBlockchain singularities
Blockchain singularitiesYann Lecourt
 
Codemotion Milano 2014 - MongoDB and the Internet of Things
Codemotion Milano 2014 - MongoDB and the Internet of ThingsCodemotion Milano 2014 - MongoDB and the Internet of Things
Codemotion Milano 2014 - MongoDB and the Internet of ThingsMassimo Brignoli
 
Ijsrp published research paper november 2020
Ijsrp published research paper november 2020Ijsrp published research paper november 2020
Ijsrp published research paper november 2020shoaibulhassanuos
 

Tendances (20)

Blockchain in FinTech
Blockchain in FinTechBlockchain in FinTech
Blockchain in FinTech
 
Blockchain technology-report-final
Blockchain technology-report-finalBlockchain technology-report-final
Blockchain technology-report-final
 
Blockchain Technology Report 2018
Blockchain Technology Report 2018Blockchain Technology Report 2018
Blockchain Technology Report 2018
 
Blockchain and its use cases
Blockchain and its use casesBlockchain and its use cases
Blockchain and its use cases
 
Blockchain: it's much more than Bitcoin
Blockchain: it's much more than BitcoinBlockchain: it's much more than Bitcoin
Blockchain: it's much more than Bitcoin
 
Ultimate guide to understand- What is Blockchain Technology
Ultimate guide to understand- What is Blockchain Technology Ultimate guide to understand- What is Blockchain Technology
Ultimate guide to understand- What is Blockchain Technology
 
Webinar: Blockchain – A Revolution You Can’t Stop | by Intellectsoft
Webinar: Blockchain – A Revolution You Can’t Stop | by IntellectsoftWebinar: Blockchain – A Revolution You Can’t Stop | by Intellectsoft
Webinar: Blockchain – A Revolution You Can’t Stop | by Intellectsoft
 
The use cases of blockchain technology
The use cases of blockchain technologyThe use cases of blockchain technology
The use cases of blockchain technology
 
Blockchain Primer - Founder Collective - December 2017
Blockchain Primer - Founder Collective - December 2017Blockchain Primer - Founder Collective - December 2017
Blockchain Primer - Founder Collective - December 2017
 
Blockchain Technology Fundamentals
Blockchain Technology FundamentalsBlockchain Technology Fundamentals
Blockchain Technology Fundamentals
 
Web3 Infrastructure Thesis
Web3 Infrastructure Thesis Web3 Infrastructure Thesis
Web3 Infrastructure Thesis
 
Blockchain Landscape Report 2019
Blockchain Landscape Report 2019Blockchain Landscape Report 2019
Blockchain Landscape Report 2019
 
Blockchain Applications in Enterprises
Blockchain Applications in EnterprisesBlockchain Applications in Enterprises
Blockchain Applications in Enterprises
 
Blockchain and you - An Intro to Bitcoin and the Blockchain
Blockchain and you - An Intro to Bitcoin and the BlockchainBlockchain and you - An Intro to Bitcoin and the Blockchain
Blockchain and you - An Intro to Bitcoin and the Blockchain
 
DeFi Beyond the Hype
DeFi Beyond the HypeDeFi Beyond the Hype
DeFi Beyond the Hype
 
WIPO Blockchain Whitepaper
WIPO Blockchain WhitepaperWIPO Blockchain Whitepaper
WIPO Blockchain Whitepaper
 
Blockchains
BlockchainsBlockchains
Blockchains
 
Blockchain singularities
Blockchain singularitiesBlockchain singularities
Blockchain singularities
 
Codemotion Milano 2014 - MongoDB and the Internet of Things
Codemotion Milano 2014 - MongoDB and the Internet of ThingsCodemotion Milano 2014 - MongoDB and the Internet of Things
Codemotion Milano 2014 - MongoDB and the Internet of Things
 
Ijsrp published research paper november 2020
Ijsrp published research paper november 2020Ijsrp published research paper november 2020
Ijsrp published research paper november 2020
 

En vedette

Four Slupsk Lectures. I. Artificial Intelligence
Four Slupsk Lectures. I. Artificial IntelligenceFour Slupsk Lectures. I. Artificial Intelligence
Four Slupsk Lectures. I. Artificial Intelligencesopekmir
 
Attention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - final
Attention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - finalAttention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - final
Attention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - finalMeher Roy Chowdhury
 
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
 
Blockchain for Business on Hyperledger
Blockchain for Business on HyperledgerBlockchain for Business on Hyperledger
Blockchain for Business on HyperledgerAll Things Open
 
Technical introduction to Hyperledger's Fabric
Technical introduction to Hyperledger's FabricTechnical introduction to Hyperledger's Fabric
Technical introduction to Hyperledger's FabricAltoros
 
AWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web Day
AWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web DayAWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web Day
AWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web DayAWS Germany
 
Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...
Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...
Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...Romeo Kienzler
 
Introduction to Blockchain and the Hyperledger Project
Introduction to Blockchain and the Hyperledger ProjectIntroduction to Blockchain and the Hyperledger Project
Introduction to Blockchain and the Hyperledger ProjectManuel Garcia
 
Technical Introduction to IBM's Open Blockchain (OBC)
Technical Introduction to IBM's Open Blockchain (OBC)Technical Introduction to IBM's Open Blockchain (OBC)
Technical Introduction to IBM's Open Blockchain (OBC)Altoros
 
Anatomy of a hyperledger application
Anatomy of a hyperledger applicationAnatomy of a hyperledger application
Anatomy of a hyperledger applicationEric Cattoir
 
Consensus 2015 - State of Blockchain
Consensus 2015 - State of BlockchainConsensus 2015 - State of Blockchain
Consensus 2015 - State of BlockchainCoinDesk
 

En vedette (13)

Four Slupsk Lectures. I. Artificial Intelligence
Four Slupsk Lectures. I. Artificial IntelligenceFour Slupsk Lectures. I. Artificial Intelligence
Four Slupsk Lectures. I. Artificial Intelligence
 
Challenge_Opp_Usha
Challenge_Opp_UshaChallenge_Opp_Usha
Challenge_Opp_Usha
 
Excelian hyperledger walkthrough-feb17
Excelian hyperledger walkthrough-feb17Excelian hyperledger walkthrough-feb17
Excelian hyperledger walkthrough-feb17
 
Attention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - final
Attention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - finalAttention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - final
Attention Backed Assets - Princeton Ethereum Meetup - 19 jan 2017 - final
 
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
 
Blockchain for Business on Hyperledger
Blockchain for Business on HyperledgerBlockchain for Business on Hyperledger
Blockchain for Business on Hyperledger
 
Technical introduction to Hyperledger's Fabric
Technical introduction to Hyperledger's FabricTechnical introduction to Hyperledger's Fabric
Technical introduction to Hyperledger's Fabric
 
AWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web Day
AWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web DayAWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web Day
AWS IoT Button and Lambda to power a blockchain project - AWS Serverless Web Day
 
Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...
Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...
Architecture of the Hyperledger Blockchain Fabric - Christian Cachin - IBM Re...
 
Introduction to Blockchain and the Hyperledger Project
Introduction to Blockchain and the Hyperledger ProjectIntroduction to Blockchain and the Hyperledger Project
Introduction to Blockchain and the Hyperledger Project
 
Technical Introduction to IBM's Open Blockchain (OBC)
Technical Introduction to IBM's Open Blockchain (OBC)Technical Introduction to IBM's Open Blockchain (OBC)
Technical Introduction to IBM's Open Blockchain (OBC)
 
Anatomy of a hyperledger application
Anatomy of a hyperledger applicationAnatomy of a hyperledger application
Anatomy of a hyperledger application
 
Consensus 2015 - State of Blockchain
Consensus 2015 - State of BlockchainConsensus 2015 - State of Blockchain
Consensus 2015 - State of Blockchain
 

Similaire à Blockchain Improves Data Openness, Security and Persistence of Digital Identifiers

A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdfA DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdfLaura Miller
 
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdfA DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdfLaura Miller
 
Expanding Beyond Cryptocurrency in the Digital World using Blockchain Technology
Expanding Beyond Cryptocurrency in the Digital World using Blockchain TechnologyExpanding Beyond Cryptocurrency in the Digital World using Blockchain Technology
Expanding Beyond Cryptocurrency in the Digital World using Blockchain TechnologyYogeshIJTSRD
 
Blockchain for the internet of things a systematic literature review
Blockchain for the internet of things  a systematic literature reviewBlockchain for the internet of things  a systematic literature review
Blockchain for the internet of things a systematic literature revieweraser Juan José Calderón
 
P5 to blockchain or not to blockchain
P5 to blockchain or not to blockchainP5 to blockchain or not to blockchain
P5 to blockchain or not to blockchaindevid8
 
Blockchain as a new cyber strategy for your business
Blockchain as a new cyber strategy for your businessBlockchain as a new cyber strategy for your business
Blockchain as a new cyber strategy for your businessDavid Joao Vieira Carvalho
 
Blockchain ecosystem and evolution
Blockchain ecosystem and evolutionBlockchain ecosystem and evolution
Blockchain ecosystem and evolutionChandra Sekhar AKNR
 
Blockchain and AI Convergence A New Era of Possibilities
Blockchain and AI Convergence A New Era of PossibilitiesBlockchain and AI Convergence A New Era of Possibilities
Blockchain and AI Convergence A New Era of Possibilitiesijtsrd
 
vnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptx
vnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptxvnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptx
vnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptxManishSingh965089
 
Blockchain powering the internet of value
Blockchain powering the internet of value  Blockchain powering the internet of value
Blockchain powering the internet of value Diego Alberto Tamayo
 
Blockchain - Primer for City CIOs v05 01 22.pdf
Blockchain - Primer for City CIOs v05 01 22.pdfBlockchain - Primer for City CIOs v05 01 22.pdf
Blockchain - Primer for City CIOs v05 01 22.pdfssusera441c2
 
cryptocurrency mining and digital currencies Bitcoin, Ethereum underlying te...
cryptocurrency mining and digital currencies  Bitcoin, Ethereum underlying te...cryptocurrency mining and digital currencies  Bitcoin, Ethereum underlying te...
cryptocurrency mining and digital currencies Bitcoin, Ethereum underlying te...rsiyengar.com
 
Blockchain: The Invisible Technology – How We Build a Blockchain
Blockchain: The Invisible Technology – How We Build a BlockchainBlockchain: The Invisible Technology – How We Build a Blockchain
Blockchain: The Invisible Technology – How We Build a BlockchainPriyAnshu Bansal
 
Blockchian introduction
Blockchian introductionBlockchian introduction
Blockchian introductionkesavan N B
 
Supply Chain Management using Blockchain
Supply Chain Management using BlockchainSupply Chain Management using Blockchain
Supply Chain Management using BlockchainYugn27
 
ACC presentation on tokenization of everything - February-March 2018
ACC presentation on tokenization of everything - February-March 2018ACC presentation on tokenization of everything - February-March 2018
ACC presentation on tokenization of everything - February-March 2018Louis Lehot
 
20190316 - CLBFest - 1337 to legal - Koen Vingerhoets
20190316 - CLBFest - 1337 to legal - Koen Vingerhoets20190316 - CLBFest - 1337 to legal - Koen Vingerhoets
20190316 - CLBFest - 1337 to legal - Koen VingerhoetsBrussels Legal Hackers
 

Similaire à Blockchain Improves Data Openness, Security and Persistence of Digital Identifiers (20)

A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdfA DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
 
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdfA DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
A DIGESTIBLE GUIDE TO BLOCKCHAIN APP DEVELOPMENT.pdf
 
Expanding Beyond Cryptocurrency in the Digital World using Blockchain Technology
Expanding Beyond Cryptocurrency in the Digital World using Blockchain TechnologyExpanding Beyond Cryptocurrency in the Digital World using Blockchain Technology
Expanding Beyond Cryptocurrency in the Digital World using Blockchain Technology
 
Blockchain for the internet of things a systematic literature review
Blockchain for the internet of things  a systematic literature reviewBlockchain for the internet of things  a systematic literature review
Blockchain for the internet of things a systematic literature review
 
P5 to blockchain or not to blockchain
P5 to blockchain or not to blockchainP5 to blockchain or not to blockchain
P5 to blockchain or not to blockchain
 
Blockchain as a new cyber strategy for your business
Blockchain as a new cyber strategy for your businessBlockchain as a new cyber strategy for your business
Blockchain as a new cyber strategy for your business
 
Blockchain ecosystem and evolution
Blockchain ecosystem and evolutionBlockchain ecosystem and evolution
Blockchain ecosystem and evolution
 
Blockchain and AI Convergence A New Era of Possibilities
Blockchain and AI Convergence A New Era of PossibilitiesBlockchain and AI Convergence A New Era of Possibilities
Blockchain and AI Convergence A New Era of Possibilities
 
vnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptx
vnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptxvnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptx
vnd.openxmlformats-officedocument.presentationml.presentation&rendition=1-1.pptx
 
Blockchain
BlockchainBlockchain
Blockchain
 
Unmasking blockchain finance
Unmasking blockchain financeUnmasking blockchain finance
Unmasking blockchain finance
 
Blockchain powering the internet of value
Blockchain powering the internet of value  Blockchain powering the internet of value
Blockchain powering the internet of value
 
Blockchain - Primer for City CIOs v05 01 22.pdf
Blockchain - Primer for City CIOs v05 01 22.pdfBlockchain - Primer for City CIOs v05 01 22.pdf
Blockchain - Primer for City CIOs v05 01 22.pdf
 
cryptocurrency mining and digital currencies Bitcoin, Ethereum underlying te...
cryptocurrency mining and digital currencies  Bitcoin, Ethereum underlying te...cryptocurrency mining and digital currencies  Bitcoin, Ethereum underlying te...
cryptocurrency mining and digital currencies Bitcoin, Ethereum underlying te...
 
Blockchain: The Invisible Technology – How We Build a Blockchain
Blockchain: The Invisible Technology – How We Build a BlockchainBlockchain: The Invisible Technology – How We Build a Blockchain
Blockchain: The Invisible Technology – How We Build a Blockchain
 
Blockchian introduction
Blockchian introductionBlockchian introduction
Blockchian introduction
 
Supply Chain Management using Blockchain
Supply Chain Management using BlockchainSupply Chain Management using Blockchain
Supply Chain Management using Blockchain
 
ACC presentation on tokenization of everything - February-March 2018
ACC presentation on tokenization of everything - February-March 2018ACC presentation on tokenization of everything - February-March 2018
ACC presentation on tokenization of everything - February-March 2018
 
20190316 - CLBFest - 1337 to legal - Koen Vingerhoets
20190316 - CLBFest - 1337 to legal - Koen Vingerhoets20190316 - CLBFest - 1337 to legal - Koen Vingerhoets
20190316 - CLBFest - 1337 to legal - Koen Vingerhoets
 
The Future Is Blockchain Era
The Future Is Blockchain EraThe Future Is Blockchain Era
The Future Is Blockchain Era
 

Plus de sopekmir

GraphChain
GraphChainGraphChain
GraphChainsopekmir
 
LEI.INFO and The ideas for LEI system
LEI.INFO and The ideas for LEI systemLEI.INFO and The ideas for LEI system
LEI.INFO and The ideas for LEI systemsopekmir
 
A possible future role of schema.org for business reporting
A possible future role of schema.org for business reportingA possible future role of schema.org for business reporting
A possible future role of schema.org for business reportingsopekmir
 
Structured Data for the Financial Industry
Structured Data for the Financial Industry Structured Data for the Financial Industry
Structured Data for the Financial Industry sopekmir
 
Industry Ontologies: Case Studies in Creating and Extending Schema.org
Industry Ontologies: Case Studies in Creating and Extending Schema.org Industry Ontologies: Case Studies in Creating and Extending Schema.org
Industry Ontologies: Case Studies in Creating and Extending Schema.org sopekmir
 
Rank | Analyse | Lead | Search
Rank | Analyse | Lead | SearchRank | Analyse | Lead | Search
Rank | Analyse | Lead | Searchsopekmir
 
Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2
Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2
Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2sopekmir
 
Four Slupsk Lectures. IV. Digital Revolution & Digital Agencies
Four Slupsk Lectures. IV. Digital Revolution & Digital AgenciesFour Slupsk Lectures. IV. Digital Revolution & Digital Agencies
Four Slupsk Lectures. IV. Digital Revolution & Digital Agenciessopekmir
 
Four Slupsk Lectures. III. Blockchain & Bitcoin
Four Slupsk Lectures. III. Blockchain & BitcoinFour Slupsk Lectures. III. Blockchain & Bitcoin
Four Slupsk Lectures. III. Blockchain & Bitcoinsopekmir
 
Four Slupsk Lectures. II. Semantic Web
Four Slupsk Lectures. II. Semantic WebFour Slupsk Lectures. II. Semantic Web
Four Slupsk Lectures. II. Semantic Websopekmir
 
From Semantic Web to AI. A lecture at JPII University in Lublin
From Semantic Web to AI. A lecture at JPII University in LublinFrom Semantic Web to AI. A lecture at JPII University in Lublin
From Semantic Web to AI. A lecture at JPII University in Lublinsopekmir
 
Representation of molecular structures and related computations on the Sema...
Representation of molecular structures and related computations on the Sema...Representation of molecular structures and related computations on the Sema...
Representation of molecular structures and related computations on the Sema...sopekmir
 
Chemical Semantics at Sopron CC Conference
Chemical Semantics at Sopron CC Conference Chemical Semantics at Sopron CC Conference
Chemical Semantics at Sopron CC Conference sopekmir
 
Chemical Semantics Sopron Talk
Chemical Semantics Sopron TalkChemical Semantics Sopron Talk
Chemical Semantics Sopron Talksopekmir
 
Web Technology Management Lecture IV
Web Technology Management Lecture IVWeb Technology Management Lecture IV
Web Technology Management Lecture IVsopekmir
 
Web Technology Management Lecture III
Web Technology Management Lecture IIIWeb Technology Management Lecture III
Web Technology Management Lecture IIIsopekmir
 
Web Technology Management Lecture II
Web Technology Management Lecture IIWeb Technology Management Lecture II
Web Technology Management Lecture IIsopekmir
 
History of The Web
History of The WebHistory of The Web
History of The Websopekmir
 
Web Technology Management Lecture
Web Technology Management LectureWeb Technology Management Lecture
Web Technology Management Lecturesopekmir
 
Noahide Laws
Noahide LawsNoahide Laws
Noahide Lawssopekmir
 

Plus de sopekmir (20)

GraphChain
GraphChainGraphChain
GraphChain
 
LEI.INFO and The ideas for LEI system
LEI.INFO and The ideas for LEI systemLEI.INFO and The ideas for LEI system
LEI.INFO and The ideas for LEI system
 
A possible future role of schema.org for business reporting
A possible future role of schema.org for business reportingA possible future role of schema.org for business reporting
A possible future role of schema.org for business reporting
 
Structured Data for the Financial Industry
Structured Data for the Financial Industry Structured Data for the Financial Industry
Structured Data for the Financial Industry
 
Industry Ontologies: Case Studies in Creating and Extending Schema.org
Industry Ontologies: Case Studies in Creating and Extending Schema.org Industry Ontologies: Case Studies in Creating and Extending Schema.org
Industry Ontologies: Case Studies in Creating and Extending Schema.org
 
Rank | Analyse | Lead | Search
Rank | Analyse | Lead | SearchRank | Analyse | Lead | Search
Rank | Analyse | Lead | Search
 
Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2
Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2
Nietypowe Aplikacje Blockchain - dla Lodz Blockchain Meetup #2
 
Four Slupsk Lectures. IV. Digital Revolution & Digital Agencies
Four Slupsk Lectures. IV. Digital Revolution & Digital AgenciesFour Slupsk Lectures. IV. Digital Revolution & Digital Agencies
Four Slupsk Lectures. IV. Digital Revolution & Digital Agencies
 
Four Slupsk Lectures. III. Blockchain & Bitcoin
Four Slupsk Lectures. III. Blockchain & BitcoinFour Slupsk Lectures. III. Blockchain & Bitcoin
Four Slupsk Lectures. III. Blockchain & Bitcoin
 
Four Slupsk Lectures. II. Semantic Web
Four Slupsk Lectures. II. Semantic WebFour Slupsk Lectures. II. Semantic Web
Four Slupsk Lectures. II. Semantic Web
 
From Semantic Web to AI. A lecture at JPII University in Lublin
From Semantic Web to AI. A lecture at JPII University in LublinFrom Semantic Web to AI. A lecture at JPII University in Lublin
From Semantic Web to AI. A lecture at JPII University in Lublin
 
Representation of molecular structures and related computations on the Sema...
Representation of molecular structures and related computations on the Sema...Representation of molecular structures and related computations on the Sema...
Representation of molecular structures and related computations on the Sema...
 
Chemical Semantics at Sopron CC Conference
Chemical Semantics at Sopron CC Conference Chemical Semantics at Sopron CC Conference
Chemical Semantics at Sopron CC Conference
 
Chemical Semantics Sopron Talk
Chemical Semantics Sopron TalkChemical Semantics Sopron Talk
Chemical Semantics Sopron Talk
 
Web Technology Management Lecture IV
Web Technology Management Lecture IVWeb Technology Management Lecture IV
Web Technology Management Lecture IV
 
Web Technology Management Lecture III
Web Technology Management Lecture IIIWeb Technology Management Lecture III
Web Technology Management Lecture III
 
Web Technology Management Lecture II
Web Technology Management Lecture IIWeb Technology Management Lecture II
Web Technology Management Lecture II
 
History of The Web
History of The WebHistory of The Web
History of The Web
 
Web Technology Management Lecture
Web Technology Management LectureWeb Technology Management Lecture
Web Technology Management Lecture
 
Noahide Laws
Noahide LawsNoahide Laws
Noahide Laws
 

Dernier

03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptxFinTech Belgium
 
VIP Kolkata Call Girl Jodhpur Park 👉 8250192130 Available With Room
VIP Kolkata Call Girl Jodhpur Park 👉 8250192130  Available With RoomVIP Kolkata Call Girl Jodhpur Park 👉 8250192130  Available With Room
VIP Kolkata Call Girl Jodhpur Park 👉 8250192130 Available With Roomdivyansh0kumar0
 
Log your LOA pain with Pension Lab's brilliant campaign
Log your LOA pain with Pension Lab's brilliant campaignLog your LOA pain with Pension Lab's brilliant campaign
Log your LOA pain with Pension Lab's brilliant campaignHenry Tapper
 
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure serviceCall US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure servicePooja Nehwal
 
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdfFinTech Belgium
 
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptxOAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptxhiddenlevers
 
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...Suhani Kapoor
 
(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...Call Girls in Nagpur High Profile
 
VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130
VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130
VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130Suhani Kapoor
 
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...ssifa0344
 
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceanilsa9823
 
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779Delhi Call girls
 
The Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfThe Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfGale Pooley
 
The Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdfThe Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdfGale Pooley
 
(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Q3 2024 Earnings Conference Call and Webcast Slides
Q3 2024 Earnings Conference Call and Webcast SlidesQ3 2024 Earnings Conference Call and Webcast Slides
Q3 2024 Earnings Conference Call and Webcast SlidesMarketing847413
 
The Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdfThe Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdfGale Pooley
 
Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )
Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )
Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )Pooja Nehwal
 

Dernier (20)

03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx03_Emmanuel Ndiaye_Degroof Petercam.pptx
03_Emmanuel Ndiaye_Degroof Petercam.pptx
 
VIP Kolkata Call Girl Jodhpur Park 👉 8250192130 Available With Room
VIP Kolkata Call Girl Jodhpur Park 👉 8250192130  Available With RoomVIP Kolkata Call Girl Jodhpur Park 👉 8250192130  Available With Room
VIP Kolkata Call Girl Jodhpur Park 👉 8250192130 Available With Room
 
Log your LOA pain with Pension Lab's brilliant campaign
Log your LOA pain with Pension Lab's brilliant campaignLog your LOA pain with Pension Lab's brilliant campaign
Log your LOA pain with Pension Lab's brilliant campaign
 
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure serviceCall US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
Call US 📞 9892124323 ✅ Kurla Call Girls In Kurla ( Mumbai ) secure service
 
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
06_Joeri Van Speybroek_Dell_MeetupDora&Cybersecurity.pdf
 
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptxOAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
OAT_RI_Ep19 WeighingTheRisks_Apr24_TheYellowMetal.pptx
 
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
VIP Call Girls LB Nagar ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With Room...
 
Commercial Bank Economic Capsule - April 2024
Commercial Bank Economic Capsule - April 2024Commercial Bank Economic Capsule - April 2024
Commercial Bank Economic Capsule - April 2024
 
(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(DIYA) Bhumkar Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
VVIP Pune Call Girls Katraj (7001035870) Pune Escorts Nearby with Complete Sa...
 
VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130
VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130
VIP Call Girls Service Dilsukhnagar Hyderabad Call +91-8250192130
 
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
TEST BANK For Corporate Finance, 13th Edition By Stephen Ross, Randolph Weste...
 
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Gomti Nagar Lucknow best sexual service
 
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
Best VIP Call Girls Noida Sector 18 Call Me: 8448380779
 
The Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdfThe Economic History of the U.S. Lecture 18.pdf
The Economic History of the U.S. Lecture 18.pdf
 
The Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdfThe Economic History of the U.S. Lecture 20.pdf
The Economic History of the U.S. Lecture 20.pdf
 
(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANIKA) Budhwar Peth Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Q3 2024 Earnings Conference Call and Webcast Slides
Q3 2024 Earnings Conference Call and Webcast SlidesQ3 2024 Earnings Conference Call and Webcast Slides
Q3 2024 Earnings Conference Call and Webcast Slides
 
The Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdfThe Economic History of the U.S. Lecture 30.pdf
The Economic History of the U.S. Lecture 30.pdf
 
Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )
Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )
Vip Call US 📞 7738631006 ✅Call Girls In Sakinaka ( Mumbai )
 

Blockchain Improves Data Openness, Security and Persistence of Digital Identifiers

  • 1. Blockchain for Digital Identifiers Improving Data Openness, Security and Persistence in the modern world. Dr Mirek Sopek MakoLab SA, Poland
  • 2. Presentation plan  Digital Identifiers and their challenges  Why Blockchain?  Examples of Blockchain use for Identification  Our Case Studies: DOI (Digital Object Identifier) and LEI (Legal Entity Identifier)  LEI Proof-of-Concept – fully functional software  Lessons learned from the POC  Conclusions 2
  • 3. Digital Identifiers and their challenges  Uniqueness – “Who is Who” without doubts  Openness - accessible free of charge as a “broad public good ”  Decentralization of their generation/assignment  Bi-directional non-repudiation  Authenticity  Resilience to system failures 3
  • 4. Digital Identifiers Examples  LEI – Legal Entity Identifiers  ISIN – International Securities Identification Number (by ANNA)  Financial Instrument Global Identifier (Bloomberg FIGI)  Companies Registration Numbers (CRN)  VAT Numbers  Electronic Product Codes (EPC: GS1, EAN codes, etc)  DOI – Digital Object Identifiers  VIN – Vehicle Identification Number  GPII – Global Patient Identifier 4
  • 5. Why Blockchain? - I  Non-repudiation of identities and transactions  Immutability of data  Data openness  Decentralization of processing  Lowering the transactions costs in distributed organizations  Transparency to internal stakeholders and regulators  Resilience to system failures 5
  • 6. Why Blockchain? - II  Trust guaranteed by mathematics  Efficient replication mechanisms  Far-reaching democratization of Digital Identifiers generation (for specific types of identifiers)  Ability to restrict generation of identifiers to authorized agents or institutions.  Diversification of targets: institutions, legal and real persons, datasets and devices. 6
  • 7. Blockchain - a metaphor 7 Open Data carved in stone
  • 8. Existing uses of Blockchain for Identifiers  Blockstack (“ …the first implementation of a decentralized DNS system on top of the Bitcoin blockchain”)  Namecoin (The cryptocurrency with applications for naming ( .bit domain) )  … and more: ShoCard, Hypr, BlockAuth, CryptID … 8
  • 9. Blockchain evolution  Blockchain 1.0 – Bitcoin and other Crypto Currencies “The deployment of cryptocurrencies in applications related to cash, such as currency transfer, remittance, and digital payment systems”  Blockchain 2.0 – Contracts and Identities “The entire slate of economic, market, and financial applications using the blockchain that are more extensive than simple cash transactions: stocks, bonds, futures, loans, mortgages, titles, smart property, and smart contracts”  Blockchain 3.0 – Applications “Beyond currency, finance, and markets—particularly in the areas of government, health, science, literacy, culture, and art.” Quotations from: “Blockchain” by Melanie Swan, O'Reilly Media, Inc. 9
  • 10. The idea of using Blockchain 2.0 Smart Contracts for Identification Services
  • 11. Using Blockchain 2.0 Smart Contracts for Identification Services. I The central tenet of our approach is to treat a single record for any entity to be identified by some KEY as "atomic", in the sense of being curated as a single unit of data, by the authority that assigns the KEYs. Then, the representation of a single “atomic” record can be considered as a state for a single smart contract. 11
  • 12. Using Blockchain 2.0 Smart Contracts for Identification Services. II Each such contract would offer a method for accessing the representation, and a dynamic data structure that holds "revisions" of the representation. That is, when the record changes globally, its new representation would be added to the state of the contract. Such contract can hold many revisions of the representation, bound only by the capabilities of the network’s global storage. We call such contract "entity contract". 12
  • 13. Using Blockchain 2.0 Smart Contracts for Identification Services. III Together with entity contracts, someone can devise one or more "master contracts", that keep track of individual entity contracts and make accessing an easier process. One must remember, however, about the trade-off between complexity of such contracts and their cost of creation and execution. 13
  • 14. Using Blockchain 2.0 Smart Contracts for Identification Services. IV The suggested architecture for the Digital Identifiers on the blockchain is: Consortium blockchains Vitalik Buterin - https://blog.ethereum.org/2015/08/07/on-public-and-private-blockchains/ : A consortium blockchain is a blockchain where the consensus process is controlled by a pre-selected set of nodes; for example, one might imagine a consortium of 15 financial institutions, each of which operates a node and of which 10 must sign every block in order for the block to be valid. The right to read the blockchain may be public, or restricted to the participants, and there are also hybrid routes such as the root hashes of the blocks being public together with an API that allows members of the public to make a limited number of queries and get back cryptographic proofs of some parts of the blockchain state. These blockchains may be considered “partially decentralized”. 14
  • 15. Case studies: DOI – Digital Object Identifiers LEI – Legal Entity Identifiers
  • 16. Case Study I – DOI – Digital Object Identifiers The Digital Object Identifier (DOI) system is a generic framework allowing for the identification of any digital object across global computer networks. The key features of the DOI system include persistence, fault-tolerant operation, security and ability to resolve its identifiers to different forms, including metadata about objects and pointers to their object location. The DOI system is part of an ISO standard (ISO 26324). Example: https://doi.org/10.1109/5.771073 16
  • 17. DOI infrastructure today – HANDLE system 17 The Handle System, is a set of protocols concerned with assignment, resolution and management of persistent identifiers for digital objects and other resources on a network. The system was originally developed by Bob Kahn, (contributor to the invention of the TCP/IP protocol), with active participation of DARPA in the framework of CNRI. CNRI develops and manages the system through today.
  • 18. Our current activity 18 The main idea behind the case study is the way we envision the use of Blockchain technology as the back-end infrastructure for the DOI (Digital Object Identifier) system, effectively improving or replacing the aging Handle system. The project has been proposed to US National Science Foundation by our American Joint-Venture: Chemical Semantics, Inc.
  • 19. Two case studies: DOI – Digital Object Identifiers LEI – Legal Entity Identifiers
  • 20. Case Study I – LEI – Legal Entity Identifier „The Legal Entity Identifier (LEI) is a 20-digit, alpha-numeric code based on the ISO 17442 standard developed by the International Organization for Standardization (ISO). It connects to key reference information that enables clear and unique identification of legal entities participating in financial transactions. Simply put, the publicly available LEI data pool can be regarded as a global directory, which greatly enhances transparency in the global marketplace.” https://www.gleif.org/en/lei-focus/introducing-the-legal-entity-identifier-lei 20
  • 21. MakoLab LEI Resolver – how does it work? 5493001KJTIIGC8Y1R12 Create URI http://lei.info/5493001KJTIIGC8Y1R12 Visual for Human Web Media (HTML) Data for Machine consumption (RDF) Picture for Paper Media (QR-Code) 1 2 http://lei.info/5493001KJTIIGC8Y1R12 21
  • 22. LEI Resolver – Visual Resolution http://lei.info/5493001KJTIIGC8Y1R12 Visual for Human Web Media (HTML)2 22
  • 23. LEI Resolver – Data for machine consumption http://lei.info/5493001KJTIIGC8Y1R12 Data for Machine consumption (RDF) RDF Graphs can be returned in multiple formats: 2  rdf+xml  x-turtle  n-triples  Trig  rdf+n3  n-quads  ld+json  owl+xml  turtle  trix  n3  text/plain  x-nquads 23
  • 24. MakoLab LEI Blockchain Proof of Concept The fundamental principles for the POC:  Modelling a small consortium blockchain (only 3 nodes for the POC)  Using Ethereum as smart contract platform  Ethereum clients form a private network of participants  Each client synchronizes its blockchain with others  Three LOUs (Local Operating Units) modelled  Clients are connected in a distributed cluster 24
  • 25. MakoLab’s LEI Proof-of-Concept  Ethereum nodes (run as GETH processes) are interfaced using WEB3.js library  node.js is used as a primary layer on top of GETH and as a web server to access the blockchain  Additional logic is delivered by a layer of Python scripts  LEI data is represented as JSON-LD objects  Web application Front-End JS code allows for retrieval, entry and update of data  Single node is: 8GB/4 cores/ 3,2 GHz/Intel i7 25
  • 26. More details about the POC  Fast index service used for searches (SOLR)  Individual web interfaces are enabled for each LOU  POC functionality: Search, Creation of contracts for LEIs records, registration in the master, creation of the new revisions …  Estimated mining time for a single LEI: mining of 1 block itself, with low difficulty PoW (0x4000), typically less than 10 secs 1 LEI = 3 blocks = ~30 sec. 26
  • 27. POC Web interface: http://leiblc.mm.com.pl/POC.html 27
  • 28. POC Web interface and JSON-LD LEI representation 28
  • 29. Lessons Learned from the LEI POC  Ethereum is a very good platform for building a Digital Identifiers Blockchain based system  However, Blockchain software is not enough to build a fully functional identification system  The need for indexing and caching is important (access time to LEI data varied between few hundreds ms to ~2 seconds depending on the number of LEI record revisions)  Index and cache security are needed and can be done by periodic hashing of index/cache server database and frequent verification  POW difficulty can be easily adjusted (low for initial blockchain creation, higher for new entries and updates)  Semantic Layer is needed for adding meaning to smart contracts (e.g. GLEIO Ontology for LEI) – next on our POC 29
  • 30. Conclusions  Blockchain technology is the ideal choice for Digital Identifiers working in the public space  Blockchain offers non-repudiation, persistence, fault-tolerant operation, security (authenticity), trust and low-cost decentralized management  For Identifiers assigned by distributed system of affiliated organizations (like RAs for DOI or LOUs for LEI) – the consortium Blockchains form the ideal organizational framework  The ability to resolve the identifiers to different forms requires additional software solutions  Next steps in our Blockchain research will include:  Adding a semantic layer to blockchain data  Adding linked data resolution mechanisms  Moving the interface layer to Ethereum to .net technology  Getting ALL current LEI data to the blockchain 30
  • 31. 31 Contact Dominik Kuziński MakoLab SA Rzgowska 30 93-172 Łódź Poland dominik.kuzinski@makolab.com Brandon Pate MakoLab USA Inc. 20 West University Ave., Gainesville, FL 32601 USA brandon.pate@makolab.com Mirek Sopek MakoLab SA Demokratyczna 46 93-430 Lodz Poland +48 600 814 537 sopek@makolab.com