Accounting. See also Auditing
, 25–26, 39, 351–352
for crypto assets
, 342–344
systems
, 146–147
treatment
, 346
Actual cash value (ACV)
, 219
Ad valorem taxis
, 312–313
Advanced financial services
, 75–76
Advanced network-based information systems
, 275
Agent-based models (ABMs)
, 134
Alternative history attack
, 111
American Institute of Certified Public Accountants (AICPA)
, 359–360
Application blockchain interface (ABCI)
, 176
Application programming interfaces (APIs)
, 166, 284–285, 334
Application specific integrated circuits (ASICs)
, 73, 109
Artificial intelligence (AI)
, 10, 35–38, 189, 191–197, 294
applications with database and extension with blockchain
, 197–200
blockchain technology and
, 42
combining AI and blockchain for managing and monetizing healthcare data
, 300–301
data analytics
, 192–193
data capture
, 191
data computing
, 192
data storage
, 191–192
descriptive analytics
, 193–195
in other domains and extension with blockchain
, 199–200
predictive analytics
, 195–196
prescriptive analytics
, 197
system infrastructure
, 191–192
Artificial neural networks (ANNs)
, 36
Asset-backed coins. See Stablecoins
Association rules
, 193–194
Assurance
, 360–362
services
, 359
Asynchronous byzantine fault tolerant (aBFT)
, 76–77
Auditing. See also Accounting
access and validation controls
, 366–369
blockchain governance
, 365–366
digital assets
, 359
digital assets on blockchain
, 363–364
external auditing and assurance
, 360–362
internal controls over financial reporting
, 364–371
limitations and challenges to auditors
, 370–371
management’s assertions and audit evidence utilizing blockchain
, 361
rights
, 363–364
smart contract testing
, 369–370
valuation
, 363
Auditing Standard 1105
, 362
Auditors, limitations and challenges to
, 370–371
Balancing feedback loop
, 134
Bayesian statistics
, 195–196
Bitcoin (BTC)
, 7, 19–20, 34, 70–71, 74–75, 85, 88, 99, 101, 171, 175, 252, 325
background economics and limitations
, 174–175
blockchain
, 103–108, 171
PoW example case
, 103–108
protocol
, 75
Blockchain
, 3–7, 9–10, 13, 15, 17–24, 31, 50–52, 141, 157, 207, 275, 297, 359
architecture of
, 52–55
auditing digital assets on
, 363–364
block hashing
, 56
blockchain for sustainable development
, 40
business process improvement
, 40–41
components
, 15–16
concepts
, 50
consensus
, 20–21
consensus algorithms
, 59–60
credit scoring
, 34–37
crypto tax compliance
, 252–254
cryptocurrency
, 16–17
cryptographic hashing
, 55–56
decentralization
, 51–52
decreased costs
, 163–164
distributed ledger
, 57–59
efficiency
, 160
elements
, 157–159
FAQs applied retroactively or as of date of issuance
, 247
Forced Fit to and
, 226
foreign reporting guidance
, 249
fraud detection using
, 43–44
governance
, 365–366
Hard Forks and Airdrops
, 248
and healthcare industry
, 41–43
immutability
, 52
implementation
, 27
importance in internet age
, 23–24
interoperability
, 166–167
interpreting third-party information reporting standards
, 248–249
key properties of
, 51
lack of standardization
, 165
managing food supply
, 37–38
managing water usage during climate change
, 37
Merkle hash tree and root
, 57
models
, 24–25
obstacles to blockchain adoption
, 26
operational procedure
, 60–61
predicating customer default in e-commerce
, 44
promise of
, 25–27, 160–164
real-time accounting and credit-risk modeling
, 39–40
regulatory ambiguity
, 167–168, 246–252
review and emerging applications
, 32–45
second chance of
, 174
sharing services
, 38–39
signature
, 57
speed and scalability
, 164–165
staking reward taxation
, 249–251
state of
, 172–173
tax implications of virtual currency
, 241–246
taxation related to capital formation
, 251–252
technical challenges
, 61–62, 164–167
technology
, 3–4, 55–60, 223, 259–261, 325
as tool to break poverty chain
, 44–45
traceability
, 162–163
transparency
, 160–162
types of blockchain networks
, 50–51
virtual currency question
, 251
2019 Virtual Currency Guidance
, 246–247
for voting
, 280–281
Blockchain adoption
, 301–305
barriers
, 301–304
blockchain-based healthcare systems
, 304–305
challenges and considerations to blockchain implementation
, 267–269
data malleability challenges
, 269
data size and system bandwidth challenges
, 268
decision metrics
, 267
evaluating organizational capabilities
, 264–267
identifying purpose for implementing blockchain
, 261–262
identifying real cost of implementing blockchain
, 262–264
implementation risks
, 265–266
life cycle approach to implementation
, 270–272
maintaining blockchain
, 267
personnel qualifications
, 265
preparing for blockchain implementation
, 260–264
system latency challenges
, 268
system scalability challenges
, 268–269
system security challenges
, 269
system throughput challenges
, 268
technical and organizational capability
, 265
technological challenges
, 268–269
total cost of ownership
, 266
transaction authentication challenges
, 269
Blockchain applications
investment management and reporting
, 321–322
for mortgage originations
, 319
for mortgage servicing
, 319–320
physical maintenance and monitoring
, 321
property management and leasing for
, 320–321
for real estate finance
, 318–322
to real estate operations
, 320–322
for real estate transactions
, 316–318
for secondary market operations
, 320
Blockchain layers
, 83–85
CBDCs
, 92–93
comparing private and public blockchains
, 86–88
evaluating non–public blockchain
, 96–97
motivating hybrid blockchains
, 88–92
payment system projects by monetary authorities
, 93–94
private blockchains
, 85–86
transportation tracking
, 94
Blockchain networks
, 121
model selection
, 264
Blockchain-based digital assets
, 121
Blockchain-based evaluation systems
, 38
Blockchain-based healthcare data management
, 298–301
combining AI and blockchain for managing and monetizing healthcare data
, 300–301
on-and off-chain data management
, 299–300
Blockchain-based healthcare systems
, 304–305
Blockchain-based identity management approaches
, 304–305
Blockchain-based property record
, 317
Blockchain-based sharing services
, 39
Blockchain-powered real property records
, 315–316
“Break-glass” mechanisms
, 303
BTC for Liquid Bitcoin (L-BTC)
, 179–180
Burn-and-mint equilibrium model (BME model)
, 129
Burn-and-mint tokens
, 129
Business applications of blockchain
, 146–149
business-to-business transactions made secure and simple
, 148–149
positive disruptions in business practices
, 146–148
Business process improvement
, 40–41
Business-to-business transactions (B2B transactions)
, 148–149
Business-to-consumer transactions (B2C transactions)
, 148
Byzantine Fault Tolerance (BFT)
, 59–60, 100
Byzantine Generals’ Problem
, 100
Byzantine-fault tolerance method
, 116–117
Cash conversion cycle (CCC)
, 329
Censorship resistance
, 68, 71–72
Central bank cryptocurrency (CBCC)
, 92–93
Central bank digital currencies (CBDCs)
, 17, 91–93
Central processing units (CPUs)
, 101
Centralization
, 22
of mining
, 109–110
Centroid-based clustering
, 194
Certified Professional Accountants (CPA)
, 359–360
Chain-split refresher
, 178
Charitable contributions of virtual currencies
, 245
Chief financial officer (CFO)
, 212
Class action litigation
, 229–230
Climate change, water usage management during
, 37
Commercial crime
insurance policies
, 209–212
policies
, 10
Commercial general liability policies (CGL policies)
, 213–216
Commodities Futures and Trading Commission (CFTC)
, 11, 241, 343
Complex adaptive dynamics Computer-Aided Design (cadCAD)
, 135
Computational problem solving
, 34
Conflict minerals
, 162–163
Consensus
, 99, 176
methodology
, 15, 21
protocols
, 55, 68–71
Consensus algorithms
, 8, 49–50, 59–60
BFT
, 60
PoET
, 60
PoS
, 60
PoW
, 59
Consensus mechanisms
, 8, 99–100, 143, 325–326
Byzantine-fault tolerance method
, 116–117
DBFT
, 116–117
delegated proof of stake
, 114–115
other consensus mechanisms
, 114–117
PBFT
, 116–117
PoA
, 116
PoB
, 116
PoC
, 116
PoET
, 115
PoR
, 115–116
PoW
, 101–103
ProgPoW
, 115
proof of stake
, 112–114
proof of storage
, 115
proof of work/proof of stake hybrid
, 115
Consortium blockchain
, 85–86, 94, 159, 171
model
, 25
Consumer adoption of blockchain
blockchain improvement
, 144–146
business applications
, 146–149
consumer applications
, 149–151
effect on individuals
, 149–151
functions in government
, 143–144
government applications
, 142–146
Control disclosures
, 352–354
Cost identification of implementing blockchain
, 262–264
adapting internal procedures and processes
, 264
attracting and retaining qualified people
, 264
data conversion and programming costs
, 263–264
hardware costs
, 262
selecting blockchain network model
, 264
software costs
, 262–263
COVID-19
, 18–19, 162–163
virus
, 304
Credit-risk modeling
, 39–40
Cross-border logistics
, 331–332
Cross-chain
atomic swaps
, 184–185
chain-split refresher
, 178
compatibility
, 185–186
interoperability approach
, 167
technology
, 177–178
Crypto accounting. See also Bitcoin (BTC)
accounting for crypto assets
, 342–344
control disclosures
, 352–354
custody
, 348–349
disclosures
, 351
governmentally managed crypto assets
, 349–351
smart contracts
, 354–355
stablecoin reporting
, 346–348
Crypto assets. See also Bitcoin (BTC)
, 13, 17–18, 22, 341
accounting for
, 342–344
complicating factors
, 343–344
ecosystem
, 21–22
governmentally managed
, 349–351
intangible classification
, 342–343
technology
, 20
valuation of
, 344–346
volatility
, 343
Crypto tax compliance
, 252–254
ideology
, 254
poor to no information reporting
, 253
reconciliation burden
, 253–254
Cryptocurrencies. See also Virtual currencies (VCs)
, 13, 16–17, 67, 126, 207, 219, 220, 223, 254, 299, 341, 343
agnostic
, 285
bitcoin
, 4
Forced Fit to and
, 226
options
, 6
sheer volatility of
, 224
Cryptoeconomics
, 8, 67, 69–71, 132–133
Cryptographic/cryptography
, 31, 341
algorithms
, 49
hash
, 102
hashing
, 49–50, 55–56
signature
, 146–147
tokens
, 121
“Cryptographically secured ledger”
, 223
Currency
, 20
option
, 283
swap
, 283–284
Cyber insurance policies
, 10, 216–219
Cybersecurity
, 27
threat
, 223–224
Dai (cryptocurrency-backed stablecoin)
, 127
Danish tax authority (SKAT)
, 288
Data
, 189
analytics
, 192–193
breach
, 216
capture
, 191
computing
, 192
conversion and programming costs
, 263–264
immutability
, 89–90
management
, 312–313
mining
, 189
privacy
, 90–91
processing
, 22
science
, 189
storage
, 191–192
traceability
, 296
De Facto interoperability
, 175–176
Decentralization
, 9, 22, 51–52, 68, 71, 159, 172–173, 370–371
Decentralized applications (dApps)
, 8, 125, 171
Decentralized Autonomous Organization (DAO)
, 75–76, 89, 135–136, 207, 223
Decentralized cryptocurrencies
, 16–17, 344
Decentralized cryptocurrency exchanges (DEXs)
, 75–76
Decentralized finance (DeFi)
, 76, 171
Decentralized markets
, 68
Decentralized network governance
, 135–136
Decentralized P2P blockchain networks
, 8
Delegated Byzantine fault tolerant (DBFT)
, 116–117
Delegated Proof of Stake (DPoS)
, 68–70, 114–115
Demand–supply matching problem
, 325–326
Denial of service attack (DoS attack)
, 111
Denial-of-service attacks
, 269
Density-based methods
, 194
Depository Trust and Clearing Company (DTCC)
, 278–279
Depository Trust Corporation (DTC)
, 278–279
Descriptive analytics
, 193–195
association rules
, 193–194
clustering
, 194–195
Digest. See Cryptographic hash
Digital
age
, 207
assets
, 363
currency
, 141–142
tokens
, 75, 126
transactions
, 3–4
Digitizing identities on blockchain for real estate
, 287
Digix Gold Token (DGX)
, 91–92
“Dimensional interference”
, 37
Distributed computing
, 68
Distributed denial of service attacks (DDoS)
, 71–72
Distributed hash table (DHT)
, 299
Distributed ledger
, 49–50, 55, 57–59
Distributed ledger technology (DLT)
, 3–4, 83, 90, 275, 277
layer Hierarchy of
, 90
layer–component–process configuration of
, 84
Dividend payments, blockchain for
, 287–288
Double spending
, 99, 110
problem
, 59
Double-spend problem
, 171
Double-spending
, 18
problem
, 23, 32
Fair market value (FMV)
, 242
Fair value measurement
, 363
Federal Bureau of Investigation (FBI)
, 208–209
Federal Emergency Management Agency (FEMA)
, 282
Finance, blockchain applications in
blockchain for dividend payments
, 287–288
blockchain in real estate
, 286–287
FX trading
, 283–286
insurance applications
, 281–282
opportunities and limitations of blockchains
, 276–277
shareholder voting
, 277–281
Financial accounting
, 359–360
reports
, 39
Financial Accounting Standards Board (FASB)
, 341
Financial Crimes Enforcement Network (FinCen)
, 11, 224, 241
Financial Industry Regulatory Authority (FINRA)
, 11, 241
Financial reporting
, 35–36
internal controls over
, 364–371
Financial services and markets
, 25–26
Financial statement auditing
, 362
First-in, first out (FIFO)
, 39, 242
Flight insurance, blockchain application in
, 281–282
Food safety and transportation
, 25–26
Food supply management
, 37–38
Forced Fit to cryptocurrency and blockchain
, 226
Foreign Account Tax Compliance Act (FATCA)
, 249
Foreign Bank Account Report (FBAR)
, 249
Foreign exchange (FX)
, 12, 275
blockchain applications in
, 284–286
blockchain in practice for
, 286
operations
, 284
swap
, 283
Foreign reporting guidance
, 249
Foundation for Interwallet Operability (FIO)
, 183–184
Fraud detection using blockchain technology
, 43–44
Frequently asked questions (FAQs)
, 11, 242, 247
applied retroactively or as of date of issuance
, 247
Functional system
, 316–317
Funds transfer fraud
, 209
FX trading. See also Foreign exchange (FX)
, 283–286
instruments
, 283–284
key participants
, 283
IBM
, 262
e-BL project
, 94–95
Food Trust
, 330
“Identity-checking” blockchain
, 89
“Immunity passports”
, 304–305
Immutability
, 9, 52, 101, 158, 370–371
Information frictions
, 161
Information system (IS)
, 276
Information technology (IT)
, 262
Information technology general controls (ITGCS)
, 365
Initial coin offerings (ICOs)
, 75, 128, 223, 251–252
Initial exchange offerings (IEOs)
, 251–252
Innovation frictions
, 161–162
Insurance
, 25–26, 207
claims
, 27
Insurance applications, blockchain and
, 281–282
application in flight insurance
, 281–282
application in risk-pooling
, 282
Insurance Services Office (ISO)
, 215–216
Integrating technology
, 38
Intellectual property
, 25–27
management
, 41–42
Inter Planetary File System (IPFS)
, 299
Inter-Blockchain Communication protocol (IBC protocol)
, 176
Interaction frictions
, 161
Internal controls over financial reporting
, 364–371
Internal Revenue Bulletins (IRBs)
, 247
Internal Revenue Code (IRC)
, 250
Internal Revenue Service (IRS)
, 10–11, 214, 224, 241, 247, 346
International Accounting Standards Board (IASB)
, 341
Internet
, 49, 173–174, 316
of blockchains
, 23–24, 172
Internet 2.0
, 15
Internet of Things Application (IOTA)
, 171–172
Internet Protocol (IP)
, 124–125
Interoperability
, 9–10, 26, 171–172, 285
innovations in
, 184
Interoperability of blockchain (Interopchains)
, 166–167, 176–177
Cosmos
, 176–177
cross-chain technology
, 177–178
Polkadot
, 177
InterPlanetary File System (IPFS)
, 125
Interpreting third-party information reporting standards
, 248–249
Investment contract
, 10–11
Investment management and reporting, blockchain applications for
, 321–322
P2P validation protocol
, 73
Payment
card industry
, 175
finality
, 34
Payment system projects by monetary authorities
, 93–94
private payment system issuances
, 94
PCAOB Auditing Standards
, 370–371
Peer-to-peer (P2P)
, 69, 101
blockchain networks
, 8
electronic system
, 32
network
, 49, 142, 327, 341
network co-ops
, 121–122
system
, 260
transactions
, 275
transfers
, 16
Permissioned blockchains
, 151, 159
Permissioned blocks
, 146–147
Permissioned technology implementations
, 299
Permissionless blockchain
, 159
Permissionless blocks
, 146–147
Permissionless process
, 85
Permissionless technology implementations
, 299
Permit peer-to-peer transactions (P2P transactions)
, 163–164
Personal property
, 250–251
Personally identifiable information (PII)
, 208–209
Physical maintenance and monitoring, blockchain applications for
, 321
Posterior corruption
, 113
Practical Byzantine fault tolerant (PBFT)
, 116–117
Predictive analytics
, 195–196
Prescriptive analytics
, 197
Price stability mechanism
, 92
Private blockchain
, 34–35, 85–86, 99, 171
comparing public blockchains and
, 86–88
network
, 51
Private data collection
, 300
Private payment system issuances
, 94
Proctor & Gamble Company (P&G)
, 199
Product safety and recalls
, 330–331
Programmatic Proof of Work (ProgPoW)
, 115
Programmatically executable transactions (PETs)
, 83–85
Proof of activity (PoA)
, 116
Proof of capacity (PoC)
, 116
Proof of Elapsed Time (PoET)
, 59, 60, 115
Proof of retrievability (PoR)
, 115–116
Proof of Stake (PoS)
, 49–50, 59–60, 68–70, 100, 112–114, 150, 171–172, 249–250
delegated
, 114–115
51% attack
, 114
issues of PoS consensus mechanisms
, 113–114
liveness/denial of service attack
, 114
long-range attack
, 113
nothing-at-stake attack
, 113
precomputing attack
, 113
proof of work/proof of stake hybrid
, 115
sybil attack
, 114
Proof of Work (PoW)
, 20–21, 49–50, 59, 68–70, 100–103, 132, 171–172, 243–244
additional concerns with
, 110–112
alternative history attack
, 111
bitcoin blockchain and
, 103–108
centralization of mining and mining pools
, 109–110
DoS attack
, 111
Finney attack
, 110
hardware demand
, 109
hashing
, 101
issues of PoW consensus mechanisms
, 108–112
majority attack
, 111
power requirements
, 109
process
, 32–34
protocol
, 74
race attack
, 110
selfish mining attack
, 111–112
SHAs
, 102–103
strategy
, 143–144
Sybil attack
, 111
system
, 87
Vector 76 attack
, 111
Proper disposition method
, 253
Property management and leasing, blockchain applications for
, 320–321
Proprietary payment tokens
, 129
Public blockchain
, 7, 31, 34–35, 67–68, 318
background on
, 68–73
bitcoin
, 74–75
common attributes of
, 71–72
comparing private blockchains and
, 86–88
cryptoeconomics and consensus protocol
, 69–71
EOSIO
, 76–77
Ethereum
, 75–76
examples
, 74–76
network
, 50–51
potential benefits and challenges of
, 73
Sia
, 77
Zcash
, 76
Public private key functionality
, 32
Public/permissionless blockchain
, 24–25
Public/private partnerships
, 95–96
R3 Corda blockchain implementation
, 299–300
Radio-frequency identification (RFID)
, 333
Real estate
, 12–13, 25–26, 311–312
blockchain-powered real property records
, 315–316
case of parcel location and data management
, 312–313
chain of title and proof of claim of real property assets
, 313–314
deal
, 312
information
, 27
issues and challenges
, 312–316
mortgage originations, blockchain applications for
, 319
mortgage servicing, blockchain applications for
, 319–320
parties with interests or obligations to real property assets
, 314–315
real estate finance, blockchain applications for
, 318–322
real estate operations, blockchain applications to
, 320–322
real estate transactions, blockchain applications for
, 316–318
secondary market operations, blockchain applications for
, 320
Real estate, blockchain in
, 286–287
blockchain for listings
, 287
digitizing identities
, 287
Real estate investment trusts (REITs)
, 322
Real-time accounting
, 39–40
Real-time transmission of information
, 16
Regulatory ambiguity
, 167–168
Replacement cost value (RCV)
, 219
Report of Foreign Bank and Financial Accounts (FBAR)
, 249
Reserve-backed system
, 92
Retrospective medical data
, 294
Return on investment (ROI)
, 326
Risk management
CGL policies
, 213–216
commercial crime insurance policies
, 209–212
computer fraud
, 212–213
cyber insurance policies
, 216–219
future and other solutions
, 219–220
Risk-pooling, blockchain application in
, 282
Sarbanes–Oxley Act (2002)
, 365
Secondary market operations, blockchain applications for
, 320
Secure Hash Algorithms (SHAs)
, 102–103
Securities and Exchange Commission (SEC)
, 10–11, 223, 226, 241, 278–279, 343
disciplinary cases
, 226–229
timeline of SEC pronouncements
, 230–233
Securities Exchange Act (1934)
, 225, 231
Securities laws
, 225–230
class action litigation
, 229–230
Forced Fit to cryptocurrency and blockchain
, 226
SEC disciplinary cases
, 226–229
Security
, 171–172, 225, 285
Security token offerings (STOs)
, 251–252
Self-custody crypto-asset holdings
, 348–349
Self-sovereign identity
, 150
Selfish mining attack
, 111–112
Semi-Automatic Ground Environment (SAGE)
, 190
SHA 256. See also Secure Hash Algorithms (SHAs)
, 102
bit encryption methodology
, 15–16
encryption methodology
, 21
hash
, 55
Shareholder voting
, 277–281
blockchain for voting
, 280–281
complications
, 279–280
DTC
, 278–279
electronic and paper voting
, 278
share classes
, 279
Short-range attack. See Bribery attack
Sidechains
, 178–180
liquid
, 179–180
RSK
, 180
Small and medium enterprises (SMEs)
, 24
Smart cities, blockchain-based sharing services in
, 38–39
Smart contracts (SCs)
, 35–36, 100, 143, 151, 163, 180, 280–281, 316–317, 328–329, 334, 354–355
testing
, 369–370
transaction automation through
, 334–335
Speed of transactions
, 23
Stablecoins
, 17, 91–92, 345
considerations
, 347–348
reporting
, 346–348
Stake bleeding attack
, 113
Staking reward taxation
, 249–251
Stock-and-flow diagrams
, 134
Store of value (SoV)
, 126
tokens
, 127–128
Strategic Hub for Innovation and Financial Technology (FinHub)
, 210
Supply chains
, 37
areas of benefits and improvements
, 329–332
blockchain in
, 326–329
current and emerging adoption and implementation issues
, 332–335
ERP systems
, 334
global shipping and cross-border logistics
, 331–332
processes
, 298
product safety and recalls
, 330–331
RFID
, 333
role of existing technologies
, 333–334
top management support
, 335
transaction automation through smart contracts
, 334–335
trust among supply chain partners
, 335
Support vector machines (SVMs)
, 36, 196
Sustainable development, blockchain for
, 40
System dynamics modeling
, 135
Systems development life cycle (SDLC)
, 270