SlideShare ist ein Scribd-Unternehmen logo
1 von 67
Downloaden Sie, um offline zu lesen
Blockchain and
its applications
Willy Susilo
Institute of Cybersecurity and
Cryptology, School of
Computing and IT, UOW
wsusilo@uow.edu.au
Content
• Introduction
• Tools and Mechanisms
• Blockchain applications
• On-going Research
Document title2
Document title3
1. Introduction
Traditional View of Digital Currency
Bank
Payer Payee
Account
Establishment
Generate
an e-coin
Spend an
e-coin
Deposit
an e-coin
Traditional View of Digital Currency
Bank
Payer Payee
Account
Establishment
Generate
an e-coin
Spend an
e-coin
Deposit
an e-coin
Remove the
central party
Bitcoin
Nakamoto, Satoshi. "Bitcoin: A peer-to-peer electronic cash system."
(2008): 28.
Bitcoins revisited
• Bitcoin is a cryptocurrency, existing purely in
the digital realm – first deployed in 2009.
• Cryptocurrency: a currency built upon computer
science, cryptography and economics.
• Born out of the Cypherpunk movement – a
libertarian fight for privacy and self-governance.
• The inspiration for the invention of the
blockchain.
• Created by Satoshi Nakamoto (anonymous ID)
What is Blockchain?
• A chain of blocks
• Public ledger/database
• Records all transactions across P2P network
• Shared between participants
Public
Decentr
alized
Distribu
ted
Immuta
ble
Publicly accessable
No central party
Approved by most peers
Can not be tampered
Main
features
Components
Record payer ,
payee,
transaction
amounts, etc…
Transaction Block Blockchain
A chain of blocks
A list of
transactions
Components
trans: H( )
prev: H( )
trans: H( )
prev: H( )
trans: H( )
prev: H( )
H( ) H( )
H( ) H( ) H( ) H( )
transaction transaction transaction transaction
transaction
Block
Blockchain
Four elements characterize Blockchain
How Blockchain Works
*********
Traditional blockchain protocols were
designed with script language
Document title16
make a protocols like this
Blockchain 2.0 ---- Ethereum
or
Document title17
2. Tools & Mechnisms
Ingredient #1: Hashes
• A hash function (like SHA-256) takes a block
of data in, and produces an effectively random
fixed size integer.
• Any change to the input randomizes it
SHA-256
“The quick brown fox did some crypto”
410312395834291203…
SHA-256
“The quick brown Fox did some crypto”
983249120432492340…
Hash property 1: Collision-free
• Nobody can find x and y such that
• x != y and H(x)=H(y)
x
y
H(x) = H(y)
• Collisions do exist ...
• … but can anyone find them?
possible inputs
possible outputs
Hash property 2: Hiding
• Hiding property:
• If r is chosen from a probability
distribution that has high min-entropy,
then given H(r | x), it is infeasible to
find x.
• High min-entropy means that the
distribution is “very spread out”, so
that no particular value is chosen with
more than negligible probability.
Hash property 3: Puzzle-friendly
• Puzzle-friendly:
• For every possible output value y,
• if k is chosen from a distribution
with high min-entropy,
• then it is infeasible to find x such
that H(k | x) = y.
Application: Search puzzle
• Given a “puzzle ID” id (from high min-entropy
distrib.),
• and a target set Y:
• Try to find a “solution” x such that
• H(id | x) ∈ Y.
• Puzzle-friendly property implies that no solving
strategy is much better than trying random
values of x.
SHA-256 hash function
256 bits 256 bits
512 bits
Theorem: If c is collision-free, then SHA-256 is
collision-free.
Padding (10* | length)
IV
Message
(block 1)
Message
(block 2)
Message
(block n)
Hash
c c c
Consensus--Hash-based Proof of Work
• To find a hash with N zeros at the start of the input,
requires 2N computations…proves computational work
• If we hash an incrementing “nonce” as the hash input,
we can go looking for zeros:
in 3e-05 seconds, nonce = 0 yielded 0 zeros. value =
4c8f1205f49e70248939df9c7b704ace62c2245aba9e81641edf…
in 0.000138 seconds, nonce = 12 yielded 1 zeros. value =
05017256be77ad2985b36e75e486af325a620a9f29c54…
in 0.000482 seconds, nonce = 112 yielded 2 zeros. value =
00ae7e0956382f55567d0ed9311cfd41dd2cf5f0a7137…
in 0.014505 seconds, nonce = 3728 yielded 3 zeros. value =
000b5a6cfc0f076cd81ed3a60682063887cf055e47b…
in 0.595024 seconds, nonce = 181747 yielded 4 zeros. value =
0000af058b74703b55e27437b89b1ebcc46f45ce55d6….
in 3.491151 seconds, nonce = 1037701 yielded 5 zeros. value =
00000e55bd0d2027f3024c378e0cc511548c94fbeed0e….
in 32.006105 seconds, nonce = 9913520 yielded 6 zeros. value =
00000077a77854ee39dc0dc996dea72dad8852afbde6….
PoW property 1: difficult to compute
~about 1020 hashes/block
Only some nodes bother to compete —
miners
PoW property 2: parameterizable cost
Nodes automatically re-calculate the target every
two weeks
Goal: average time between blocks = 10 minutes
Prob (Alice wins next block) =
fraction of global hash power she controls
Key security assumption
Attacks infeasible if majority of miners
weighted by hash power follow the protocol
PoW property 3: trivial to verify
Nonce must be published as part of block
Other miners simply verify that
H(nonce ‖ prev_hash ‖ tx ‖ … ‖ tx) < target
Block #0
Winner nobody
Parent_hash 0
Nonce 0
Block #1
Winner Player 23
Parent_hash 000D45698
Nonce 3459
SHA-256
Block #2
Winner Player 16
Parent_hash 000F67839
Nonce 974329
SHA-256
The Nonce / Hash Loop
• The algorithm to make a new block:
1. Verify the hashes of all the previous blocks
2. Build a new block with a random nonce
3. Hash the new block. Does it have N zeros?
– No? Go back to Step 2
– Yes? Send your new block to everyone!
• Note that as a result of step #1, you can find
out how many points anyone has by counting
how many blocks they have won
Ingredient #2: Signatures
Signing key
Public part 454F4D3E1..
Private part 56F23F2D..
Data
Signing
Algorithm
Signature
Private part
Signature
Verification
Algorithm
Yes/No
Public part
Data
What we want from signatures
• Only you can sign, but anyone can verify
• Signature is tied to a particular
document
• can’t be cut-and-pasted to another doc
API for digital signatures
• (sk, pk) := generateKeys(keysize)
• sk: secret signing key
• pk: public verification key
• sig := sign(sk, message)
• isValid := verify(pk, message, sig)
can be
randomized
algorithms
Requirements for signatures
• “valid signatures verify”
• verify(pk, message, sign(sk, message)) == true
• “can’t forge signatures”
• adversary who:
• knows pk
• gets to see signatures on messages of his choice
• can’t produce a verifiable signature on another message
• Bitcoin uses ECDSA standard
• Elliptic Curve Digital Signature Algorithm
• relies on hairy math
• will skip the details here --- look it up
if you care
Incentive 1: block reward
Creator of block gets to
• include special coin-creation transaction in the block
• choose recipient address of this transaction
Value is fixed: currently 12.5 BTC, halves every 4 years
Block creator gets to “collect” the reward only if the
block ends up on long-term consensus branch!
Mechanism: Incentive
Incentive 2: transaction fees
Creator of transaction can choose to make
output value less than input value
Remainder is a transaction fee and goes to
block creator
Purely voluntary, like a tip
Where are the rules?
• The laws of Bitcoin (or any blockchain)
are in the miner nodes
– Whatever 51% of the miners are running will
win
• The source to the node are the law
• How do you change rules?
• What happens if:
– The crypto breaks?
– We want to add more coins?
– We want to change the block format?
Attacks
• What happens if the majority of
the players defect?
– 51% attacks – can extend bad blocks
• How large a body needs to defect?
– Depending on network, can be 30% or
less
– Sybil attacks
Document title41
3. Blockchain Applications &
Ongoing Research
Blockchain
Cryptocurrency
Energy
Shipping
Healthcare
Trading
Voting
Government
Insurance
Finance
Key management
Manusfacturing
SmartContract
IoTTransportation Funding
Blockchain and Cryptocurrencies
• Thousands of cryptocurrencies are launched
• Various features and demands
• Top 2: Bitcoin & Ethereum
2014
2014
2014
2014
Dash
Zcoin
Zcash
Monero
Bitcoin provides only Pseudonymity
Privacy-enhancing techniques:
WannaCry
Anonymity
Acountability
47
4848
Existing methods to trace
Based on transaction analysis
• Clustering algorithms, graph theory and
data analysis
Based on a central party
• RScoin and Solidus
Based on cryptographic tools
• Accountable DAP and our proposal
Traceable Monero
Transaction
Input
Output
...
Output Account
Tag
Tag*
Input Account
Payer Payee
pk1
pkn
Tag 1
Tag n
Tag*
.
.
.
R
P
Tracing
Authority
...
Transaction phase
Tracing phase
Tag + Ciphertext of
Input accounts
One-time
Public key
Long-term
Public key
Ciphertext C
50
Result
Traditional e-voting
Blockchain-based e-voting
• No central party
• Automatically compute the final results
(Self-tallying e-voting)
• Fairness issues
– Abortive issues: Recover (ignore)
– Adaptive issues: Timed encryption
Document title52
Block Block BlockBlockGenesis
Blockchain
Register Vote
Block
Voters
Post-quantum Blockchain
• Making Cryptocurrency post-quantum resistant
• Making Blockchain post-quantum resistant
Document title53
Document title54
What about AI?
Document title58
4. Blockchain in Practice
Forecasting - Augur
Healthcare
61
Document title62
What is the next killer
application?
Document title63
Myth vs Reality
Before
After, with Bitcoin
You Your money
at the bank intermediaries
Fees, slow, closed
Their bank
Other people
and business
You
The Bitcoin networks
Open, peer-to-peer, instant, free
Other people
and business
You Your money
at the bank
intermediaries
Fees, slow, closed
Their
bank Other
people and
business
The Bitcoin networks
Open, peer-to-peer, instant, free
intermediaries
Fees, slow, closed
Document title66
Final question: Centralized
or Decentralized?
Revisiting the design of EOS
Document title67
Thank you
for your attention!

Weitere ähnliche Inhalte

Ähnlich wie SMART Seminar Series: "Blockchain and its Applications". Presented by Prof Willy Susilo

Blockchain e mercato
Blockchain e mercatoBlockchain e mercato
Blockchain e mercatoCDagata
 
What is a decentralised application? - Devoxx Morocco 2018
What is a decentralised application? - Devoxx Morocco 2018What is a decentralised application? - Devoxx Morocco 2018
What is a decentralised application? - Devoxx Morocco 2018Wajug
 
IEEE ICDM 2018 Tutorial on Blockchain Data Analytics
IEEE ICDM 2018 Tutorial on Blockchain Data AnalyticsIEEE ICDM 2018 Tutorial on Blockchain Data Analytics
IEEE ICDM 2018 Tutorial on Blockchain Data AnalyticsCuneyt Gurcan Akcora
 
Understanding Blockchain
Understanding BlockchainUnderstanding Blockchain
Understanding BlockchainTony Willenberg
 
201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...
201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...
201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...Paperchain
 
Bitcoin, Banking and the Blockchain
Bitcoin, Banking and the BlockchainBitcoin, Banking and the Blockchain
Bitcoin, Banking and the Blockchainseancarmody
 
Blockchain talk open value meetup 31-8-17
Blockchain talk open value meetup 31-8-17Blockchain talk open value meetup 31-8-17
Blockchain talk open value meetup 31-8-17Roy Wasse
 
What is a decentralised application ? - Les Jeudis du Libre
What is a decentralised application ? - Les Jeudis du LibreWhat is a decentralised application ? - Les Jeudis du Libre
What is a decentralised application ? - Les Jeudis du LibreWajug
 
An in depth presentation of Cryptocurrency.
An in depth presentation of Cryptocurrency.An in depth presentation of Cryptocurrency.
An in depth presentation of Cryptocurrency.SanjeebSamanta1
 
BlockchainConf.tech - Build a private blockchain workshop
BlockchainConf.tech - Build a private blockchain workshopBlockchainConf.tech - Build a private blockchain workshop
BlockchainConf.tech - Build a private blockchain workshopPad Kankipati
 
Blockchain explained (Technology running Bitcoin)
Blockchain explained (Technology running Bitcoin)Blockchain explained (Technology running Bitcoin)
Blockchain explained (Technology running Bitcoin)Qais Ammari
 
Blockchain, cryptography and tokens — NYC Bar presentation
Blockchain, cryptography and tokens — NYC Bar presentationBlockchain, cryptography and tokens — NYC Bar presentation
Blockchain, cryptography and tokens — NYC Bar presentationPaperchain
 
Introduction to blockchain and cryptocurrency technologies
Introduction to blockchain and cryptocurrency technologiesIntroduction to blockchain and cryptocurrency technologies
Introduction to blockchain and cryptocurrency technologiesPaweł Wacławczyk
 
Icsa2018 blockchain tutorial
Icsa2018 blockchain tutorialIcsa2018 blockchain tutorial
Icsa2018 blockchain tutorialLen Bass
 
CRYPTO CURRENCY-2022OD205.pdf
CRYPTO CURRENCY-2022OD205.pdfCRYPTO CURRENCY-2022OD205.pdf
CRYPTO CURRENCY-2022OD205.pdfJESUNPK
 
Creating an In-Aisle Purchasing System from Scratch
Creating an In-Aisle Purchasing System from ScratchCreating an In-Aisle Purchasing System from Scratch
Creating an In-Aisle Purchasing System from ScratchJonathan LeBlanc
 
J.burke HackMiami6
J.burke HackMiami6J.burke HackMiami6
J.burke HackMiami6Jesse Burke
 

Ähnlich wie SMART Seminar Series: "Blockchain and its Applications". Presented by Prof Willy Susilo (20)

Blockchain e mercato
Blockchain e mercatoBlockchain e mercato
Blockchain e mercato
 
What is a decentralised application? - Devoxx Morocco 2018
What is a decentralised application? - Devoxx Morocco 2018What is a decentralised application? - Devoxx Morocco 2018
What is a decentralised application? - Devoxx Morocco 2018
 
IEEE ICDM 2018 Tutorial on Blockchain Data Analytics
IEEE ICDM 2018 Tutorial on Blockchain Data AnalyticsIEEE ICDM 2018 Tutorial on Blockchain Data Analytics
IEEE ICDM 2018 Tutorial on Blockchain Data Analytics
 
Understanding Blockchain
Understanding BlockchainUnderstanding Blockchain
Understanding Blockchain
 
201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...
201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...
201803 Blockchains, Cryptocurrencies & Tokens - NYC Bar Association Presentat...
 
Tmc mastering bitcoins ppt
Tmc mastering bitcoins pptTmc mastering bitcoins ppt
Tmc mastering bitcoins ppt
 
Bitcoin, Banking and the Blockchain
Bitcoin, Banking and the BlockchainBitcoin, Banking and the Blockchain
Bitcoin, Banking and the Blockchain
 
Blockchain talk open value meetup 31-8-17
Blockchain talk open value meetup 31-8-17Blockchain talk open value meetup 31-8-17
Blockchain talk open value meetup 31-8-17
 
What is a decentralised application ? - Les Jeudis du Libre
What is a decentralised application ? - Les Jeudis du LibreWhat is a decentralised application ? - Les Jeudis du Libre
What is a decentralised application ? - Les Jeudis du Libre
 
An in depth presentation of Cryptocurrency.
An in depth presentation of Cryptocurrency.An in depth presentation of Cryptocurrency.
An in depth presentation of Cryptocurrency.
 
BlockchainConf.tech - Build a private blockchain workshop
BlockchainConf.tech - Build a private blockchain workshopBlockchainConf.tech - Build a private blockchain workshop
BlockchainConf.tech - Build a private blockchain workshop
 
Basics of Block Chain
Basics of Block ChainBasics of Block Chain
Basics of Block Chain
 
Blockchain explained (Technology running Bitcoin)
Blockchain explained (Technology running Bitcoin)Blockchain explained (Technology running Bitcoin)
Blockchain explained (Technology running Bitcoin)
 
Blockchain, cryptography and tokens — NYC Bar presentation
Blockchain, cryptography and tokens — NYC Bar presentationBlockchain, cryptography and tokens — NYC Bar presentation
Blockchain, cryptography and tokens — NYC Bar presentation
 
Introduction to blockchain and cryptocurrency technologies
Introduction to blockchain and cryptocurrency technologiesIntroduction to blockchain and cryptocurrency technologies
Introduction to blockchain and cryptocurrency technologies
 
Icsa2018 blockchain tutorial
Icsa2018 blockchain tutorialIcsa2018 blockchain tutorial
Icsa2018 blockchain tutorial
 
CRYPTO CURRENCY-2022OD205.pdf
CRYPTO CURRENCY-2022OD205.pdfCRYPTO CURRENCY-2022OD205.pdf
CRYPTO CURRENCY-2022OD205.pdf
 
Creating an In-Aisle Purchasing System from Scratch
Creating an In-Aisle Purchasing System from ScratchCreating an In-Aisle Purchasing System from Scratch
Creating an In-Aisle Purchasing System from Scratch
 
J.burke HackMiami6
J.burke HackMiami6J.burke HackMiami6
J.burke HackMiami6
 
bitcoin
bitcoinbitcoin
bitcoin
 

Mehr von SMART Infrastructure Facility

SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...
SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...
SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...SMART Infrastructure Facility
 
SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...
SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...
SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...SMART Infrastructure Facility
 
SMART Seminar Series: "User-centric digital collaboration to build resilient ...
SMART Seminar Series: "User-centric digital collaboration to build resilient ...SMART Seminar Series: "User-centric digital collaboration to build resilient ...
SMART Seminar Series: "User-centric digital collaboration to build resilient ...SMART Infrastructure Facility
 
SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...
SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...
SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...SMART Infrastructure Facility
 
SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...
SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...
SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...SMART Infrastructure Facility
 
SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...
SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...
SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...SMART Infrastructure Facility
 
SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...
SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...
SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...SMART Infrastructure Facility
 
SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...
SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...
SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...SMART Infrastructure Facility
 
SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...
SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...
SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...SMART Infrastructure Facility
 
SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...
SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...
SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...SMART Infrastructure Facility
 
SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...
SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...
SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...SMART Infrastructure Facility
 
SMART Seminar Series: "Potential use of drones for infrastructure inspection ...
SMART Seminar Series: "Potential use of drones for infrastructure inspection ...SMART Seminar Series: "Potential use of drones for infrastructure inspection ...
SMART Seminar Series: "Potential use of drones for infrastructure inspection ...SMART Infrastructure Facility
 
SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...
SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...
SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...SMART Infrastructure Facility
 
SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...
SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...
SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...SMART Infrastructure Facility
 
SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...
SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...
SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...SMART Infrastructure Facility
 
SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"
SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"
SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"SMART Infrastructure Facility
 
SMART Seminar Series: "How to improve the order of evolutionary models in age...
SMART Seminar Series: "How to improve the order of evolutionary models in age...SMART Seminar Series: "How to improve the order of evolutionary models in age...
SMART Seminar Series: "How to improve the order of evolutionary models in age...SMART Infrastructure Facility
 
SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"
SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"
SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"SMART Infrastructure Facility
 
SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...
SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...
SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...SMART Infrastructure Facility
 
SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...
SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...
SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...SMART Infrastructure Facility
 

Mehr von SMART Infrastructure Facility (20)

SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...
SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...
SMART Seminar Series: "Cognitive Illusions in Virtual Reality: What do I mean...
 
SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...
SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...
SMART Seminar Series: "Trusted Autonomous Systems as System of Systems". Pres...
 
SMART Seminar Series: "User-centric digital collaboration to build resilient ...
SMART Seminar Series: "User-centric digital collaboration to build resilient ...SMART Seminar Series: "User-centric digital collaboration to build resilient ...
SMART Seminar Series: "User-centric digital collaboration to build resilient ...
 
SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...
SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...
SMART Seminar Series: "The Evolution of the Metric System: From Precious Lump...
 
SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...
SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...
SMART Seminar Series: "Using AI and edge computing devices for traffic flow m...
 
SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...
SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...
SMART Seminar Series: "From an IoT cloud based architecture to Edge for dynam...
 
SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...
SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...
SMART Seminar Series: "Is bus bunching serious in Sydney? Preliminary finding...
 
SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...
SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...
SMART Seminar Series: "Keep it SMART, keep it simple! – Challenging complexit...
 
SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...
SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...
SMART Seminar Series: "Risk-based bridge assessment under changing load-deman...
 
SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...
SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...
SMART Seminar Series: "Deep Learning: Fundamentals and Practice". Presented b...
 
SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...
SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...
SMART Seminar Series: "Infrastructure Resilience: Planning for Future Extreme...
 
SMART Seminar Series: "Potential use of drones for infrastructure inspection ...
SMART Seminar Series: "Potential use of drones for infrastructure inspection ...SMART Seminar Series: "Potential use of drones for infrastructure inspection ...
SMART Seminar Series: "Potential use of drones for infrastructure inspection ...
 
SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...
SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...
SMART Seminar Series: "A journey in the zoo of Turing patterns: the topology ...
 
SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...
SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...
SMART Seminar Series: "Human behaviour modelling and simulation for crisis ma...
 
SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...
SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...
SMART Seminar Series: "Dealing with uncertainty: With the observer in the loo...
 
SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"
SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"
SMART Seminar Series: "Smart Cities: The Good, The Bad & The Ugly"
 
SMART Seminar Series: "How to improve the order of evolutionary models in age...
SMART Seminar Series: "How to improve the order of evolutionary models in age...SMART Seminar Series: "How to improve the order of evolutionary models in age...
SMART Seminar Series: "How to improve the order of evolutionary models in age...
 
SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"
SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"
SMART Seminar Series: "OneM2M – Towards end-to-end interoperability of the IoT"
 
SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...
SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...
SMART Seminar Series: "Blue-Green vs. Grey-Black infrastructure – which is be...
 
SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...
SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...
SMART Seminar Series: "Coastal Infrastructure, Urban Mobility and Vulnerabili...
 

Kürzlich hochgeladen

An Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPAn Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPCeline George
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...DhatriParmar
 
Sulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesSulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesVijayaLaxmi84
 
The role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenshipThe role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenshipKarl Donert
 
DBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfDBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfChristalin Nelson
 
BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...
BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...
BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...Nguyen Thanh Tu Collection
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDhatriParmar
 
How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17Celine George
 
How to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineHow to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineCeline George
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...
BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...
BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...Nguyen Thanh Tu Collection
 
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...Osopher
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...DhatriParmar
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQuiz Club NITW
 
Unit :1 Basics of Professional Intelligence
Unit :1 Basics of Professional IntelligenceUnit :1 Basics of Professional Intelligence
Unit :1 Basics of Professional IntelligenceDr Vijay Vishwakarma
 
Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...
Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...
Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...DrVipulVKapoor
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxSayali Powar
 
Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17Celine George
 
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxCLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxAnupam32727
 

Kürzlich hochgeladen (20)

An Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERPAn Overview of the Calendar App in Odoo 17 ERP
An Overview of the Calendar App in Odoo 17 ERP
 
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
Blowin' in the Wind of Caste_ Bob Dylan's Song as a Catalyst for Social Justi...
 
Chi-Square Test Non Parametric Test Categorical Variable
Chi-Square Test Non Parametric Test Categorical VariableChi-Square Test Non Parametric Test Categorical Variable
Chi-Square Test Non Parametric Test Categorical Variable
 
Sulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their usesSulphonamides, mechanisms and their uses
Sulphonamides, mechanisms and their uses
 
The role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenshipThe role of Geography in climate education: science and active citizenship
The role of Geography in climate education: science and active citizenship
 
DBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdfDBMSArchitecture_QueryProcessingandOptimization.pdf
DBMSArchitecture_QueryProcessingandOptimization.pdf
 
BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...
BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...
BÀI TẬP BỔ TRỢ 4 KĨ NĂNG TIẾNG ANH LỚP 8 - CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC ...
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
 
How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17How to Manage Buy 3 Get 1 Free in Odoo 17
How to Manage Buy 3 Get 1 Free in Odoo 17
 
How to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command LineHow to Uninstall a Module in Odoo 17 Using Command Line
How to Uninstall a Module in Odoo 17 Using Command Line
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...
BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...
BÀI TẬP BỔ TRỢ TIẾNG ANH 11 THEO ĐƠN VỊ BÀI HỌC - CẢ NĂM - CÓ FILE NGHE (GLOB...
 
Spearman's correlation,Formula,Advantages,
Spearman's correlation,Formula,Advantages,Spearman's correlation,Formula,Advantages,
Spearman's correlation,Formula,Advantages,
 
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
Healthy Minds, Flourishing Lives: A Philosophical Approach to Mental Health a...
 
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
 
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITWQ-Factor General Quiz-7th April 2024, Quiz Club NITW
Q-Factor General Quiz-7th April 2024, Quiz Club NITW
 
Unit :1 Basics of Professional Intelligence
Unit :1 Basics of Professional IntelligenceUnit :1 Basics of Professional Intelligence
Unit :1 Basics of Professional Intelligence
 
Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...
Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...
Geoffrey Chaucer Works II UGC NET JRF TGT PGT MA PHD Entrance Exam II History...
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
 
Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17Tree View Decoration Attribute in the Odoo 17
Tree View Decoration Attribute in the Odoo 17
 
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptxCLASSIFICATION OF ANTI - CANCER DRUGS.pptx
CLASSIFICATION OF ANTI - CANCER DRUGS.pptx
 

SMART Seminar Series: "Blockchain and its Applications". Presented by Prof Willy Susilo

  • 1. Blockchain and its applications Willy Susilo Institute of Cybersecurity and Cryptology, School of Computing and IT, UOW wsusilo@uow.edu.au
  • 2. Content • Introduction • Tools and Mechanisms • Blockchain applications • On-going Research Document title2
  • 4. Traditional View of Digital Currency Bank Payer Payee Account Establishment Generate an e-coin Spend an e-coin Deposit an e-coin
  • 5. Traditional View of Digital Currency Bank Payer Payee Account Establishment Generate an e-coin Spend an e-coin Deposit an e-coin Remove the central party
  • 6. Bitcoin Nakamoto, Satoshi. "Bitcoin: A peer-to-peer electronic cash system." (2008): 28.
  • 7. Bitcoins revisited • Bitcoin is a cryptocurrency, existing purely in the digital realm – first deployed in 2009. • Cryptocurrency: a currency built upon computer science, cryptography and economics. • Born out of the Cypherpunk movement – a libertarian fight for privacy and self-governance. • The inspiration for the invention of the blockchain. • Created by Satoshi Nakamoto (anonymous ID)
  • 8. What is Blockchain? • A chain of blocks • Public ledger/database • Records all transactions across P2P network • Shared between participants
  • 9. Public Decentr alized Distribu ted Immuta ble Publicly accessable No central party Approved by most peers Can not be tampered Main features
  • 10. Components Record payer , payee, transaction amounts, etc… Transaction Block Blockchain A chain of blocks A list of transactions
  • 11. Components trans: H( ) prev: H( ) trans: H( ) prev: H( ) trans: H( ) prev: H( ) H( ) H( ) H( ) H( ) H( ) H( ) transaction transaction transaction transaction transaction Block Blockchain
  • 14.
  • 15. ********* Traditional blockchain protocols were designed with script language
  • 16. Document title16 make a protocols like this Blockchain 2.0 ---- Ethereum or
  • 18. Ingredient #1: Hashes • A hash function (like SHA-256) takes a block of data in, and produces an effectively random fixed size integer. • Any change to the input randomizes it SHA-256 “The quick brown fox did some crypto” 410312395834291203… SHA-256 “The quick brown Fox did some crypto” 983249120432492340…
  • 19. Hash property 1: Collision-free • Nobody can find x and y such that • x != y and H(x)=H(y) x y H(x) = H(y)
  • 20. • Collisions do exist ... • … but can anyone find them? possible inputs possible outputs
  • 21. Hash property 2: Hiding • Hiding property: • If r is chosen from a probability distribution that has high min-entropy, then given H(r | x), it is infeasible to find x. • High min-entropy means that the distribution is “very spread out”, so that no particular value is chosen with more than negligible probability.
  • 22. Hash property 3: Puzzle-friendly • Puzzle-friendly: • For every possible output value y, • if k is chosen from a distribution with high min-entropy, • then it is infeasible to find x such that H(k | x) = y.
  • 23. Application: Search puzzle • Given a “puzzle ID” id (from high min-entropy distrib.), • and a target set Y: • Try to find a “solution” x such that • H(id | x) ∈ Y. • Puzzle-friendly property implies that no solving strategy is much better than trying random values of x.
  • 24. SHA-256 hash function 256 bits 256 bits 512 bits Theorem: If c is collision-free, then SHA-256 is collision-free. Padding (10* | length) IV Message (block 1) Message (block 2) Message (block n) Hash c c c
  • 25. Consensus--Hash-based Proof of Work • To find a hash with N zeros at the start of the input, requires 2N computations…proves computational work • If we hash an incrementing “nonce” as the hash input, we can go looking for zeros: in 3e-05 seconds, nonce = 0 yielded 0 zeros. value = 4c8f1205f49e70248939df9c7b704ace62c2245aba9e81641edf… in 0.000138 seconds, nonce = 12 yielded 1 zeros. value = 05017256be77ad2985b36e75e486af325a620a9f29c54… in 0.000482 seconds, nonce = 112 yielded 2 zeros. value = 00ae7e0956382f55567d0ed9311cfd41dd2cf5f0a7137… in 0.014505 seconds, nonce = 3728 yielded 3 zeros. value = 000b5a6cfc0f076cd81ed3a60682063887cf055e47b… in 0.595024 seconds, nonce = 181747 yielded 4 zeros. value = 0000af058b74703b55e27437b89b1ebcc46f45ce55d6…. in 3.491151 seconds, nonce = 1037701 yielded 5 zeros. value = 00000e55bd0d2027f3024c378e0cc511548c94fbeed0e…. in 32.006105 seconds, nonce = 9913520 yielded 6 zeros. value = 00000077a77854ee39dc0dc996dea72dad8852afbde6….
  • 26. PoW property 1: difficult to compute ~about 1020 hashes/block Only some nodes bother to compete — miners
  • 27. PoW property 2: parameterizable cost Nodes automatically re-calculate the target every two weeks Goal: average time between blocks = 10 minutes Prob (Alice wins next block) = fraction of global hash power she controls
  • 28. Key security assumption Attacks infeasible if majority of miners weighted by hash power follow the protocol
  • 29. PoW property 3: trivial to verify Nonce must be published as part of block Other miners simply verify that H(nonce ‖ prev_hash ‖ tx ‖ … ‖ tx) < target
  • 30. Block #0 Winner nobody Parent_hash 0 Nonce 0 Block #1 Winner Player 23 Parent_hash 000D45698 Nonce 3459 SHA-256 Block #2 Winner Player 16 Parent_hash 000F67839 Nonce 974329 SHA-256
  • 31. The Nonce / Hash Loop • The algorithm to make a new block: 1. Verify the hashes of all the previous blocks 2. Build a new block with a random nonce 3. Hash the new block. Does it have N zeros? – No? Go back to Step 2 – Yes? Send your new block to everyone! • Note that as a result of step #1, you can find out how many points anyone has by counting how many blocks they have won
  • 32. Ingredient #2: Signatures Signing key Public part 454F4D3E1.. Private part 56F23F2D.. Data Signing Algorithm Signature Private part Signature Verification Algorithm Yes/No Public part Data
  • 33. What we want from signatures • Only you can sign, but anyone can verify • Signature is tied to a particular document • can’t be cut-and-pasted to another doc
  • 34. API for digital signatures • (sk, pk) := generateKeys(keysize) • sk: secret signing key • pk: public verification key • sig := sign(sk, message) • isValid := verify(pk, message, sig) can be randomized algorithms
  • 35. Requirements for signatures • “valid signatures verify” • verify(pk, message, sign(sk, message)) == true • “can’t forge signatures” • adversary who: • knows pk • gets to see signatures on messages of his choice • can’t produce a verifiable signature on another message
  • 36. • Bitcoin uses ECDSA standard • Elliptic Curve Digital Signature Algorithm • relies on hairy math • will skip the details here --- look it up if you care
  • 37. Incentive 1: block reward Creator of block gets to • include special coin-creation transaction in the block • choose recipient address of this transaction Value is fixed: currently 12.5 BTC, halves every 4 years Block creator gets to “collect” the reward only if the block ends up on long-term consensus branch! Mechanism: Incentive
  • 38. Incentive 2: transaction fees Creator of transaction can choose to make output value less than input value Remainder is a transaction fee and goes to block creator Purely voluntary, like a tip
  • 39. Where are the rules? • The laws of Bitcoin (or any blockchain) are in the miner nodes – Whatever 51% of the miners are running will win • The source to the node are the law • How do you change rules? • What happens if: – The crypto breaks? – We want to add more coins? – We want to change the block format?
  • 40. Attacks • What happens if the majority of the players defect? – 51% attacks – can extend bad blocks • How large a body needs to defect? – Depending on network, can be 30% or less – Sybil attacks
  • 41. Document title41 3. Blockchain Applications & Ongoing Research
  • 43. Blockchain and Cryptocurrencies • Thousands of cryptocurrencies are launched • Various features and demands • Top 2: Bitcoin & Ethereum
  • 44. 2014 2014 2014 2014 Dash Zcoin Zcash Monero Bitcoin provides only Pseudonymity Privacy-enhancing techniques:
  • 47. 47
  • 48. 4848 Existing methods to trace Based on transaction analysis • Clustering algorithms, graph theory and data analysis Based on a central party • RScoin and Solidus Based on cryptographic tools • Accountable DAP and our proposal
  • 49. Traceable Monero Transaction Input Output ... Output Account Tag Tag* Input Account Payer Payee pk1 pkn Tag 1 Tag n Tag* . . . R P Tracing Authority ... Transaction phase Tracing phase Tag + Ciphertext of Input accounts One-time Public key Long-term Public key Ciphertext C
  • 51. Blockchain-based e-voting • No central party • Automatically compute the final results (Self-tallying e-voting) • Fairness issues – Abortive issues: Recover (ignore) – Adaptive issues: Timed encryption
  • 52. Document title52 Block Block BlockBlockGenesis Blockchain Register Vote Block Voters
  • 53. Post-quantum Blockchain • Making Cryptocurrency post-quantum resistant • Making Blockchain post-quantum resistant Document title53
  • 55.
  • 56.
  • 57.
  • 61. 61
  • 62. Document title62 What is the next killer application?
  • 64. Before After, with Bitcoin You Your money at the bank intermediaries Fees, slow, closed Their bank Other people and business You The Bitcoin networks Open, peer-to-peer, instant, free Other people and business
  • 65. You Your money at the bank intermediaries Fees, slow, closed Their bank Other people and business The Bitcoin networks Open, peer-to-peer, instant, free intermediaries Fees, slow, closed
  • 66. Document title66 Final question: Centralized or Decentralized? Revisiting the design of EOS