Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
ブロックチェーンと金融システム / Blockchain and Financial Systems
Search
Kenji Saito
PRO
December 09, 2021
Technology
210
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
ブロックチェーンと金融システム / Blockchain and Financial Systems
2021年12月14日(火)、東京大学およびオンラインにて開催された 近未来金融システム創造プログラム – 第13回 金融と技術 (各論IV) にて使用したスライドです。
Kenji Saito
PRO
December 09, 2021
More Decks by Kenji Saito
See All by Kenji Saito
FinTech 5-6 : The World of Apps
ks91
PRO
0
9
終わらない幼年期とそのための下部構造・社会資本 / The Never-Ending Childhood and the Infrastructure and Social Capital Needed to Support It
ks91
PRO
0
7
FinTech 3-4 : Internet Technology and Governance
ks91
PRO
0
60
2026 秋 生成AI を活用した論文執筆ガイド/ワークショップ / Fall 2026: Guide and Workshop on Writing Papers Using Generative AI
ks91
PRO
0
86
AIとビジネス・メガトレンド 〜 サイバネティクス的経営観 / AI and Business Megatrends: A Cybernetic Perspective on Management
ks91
PRO
0
33
FinTech 1-2 : Overview of FinTech
ks91
PRO
0
150
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 4 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 4
ks91
PRO
0
60
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 3 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 3
ks91
PRO
0
72
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 2 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 2
ks91
PRO
0
110
Other Decks in Technology
See All in Technology
12 個 Tool と、 4,096 Token
hlum
0
120
Loop Engineering これくらいでいい
mikanichinose
0
200
USB PDを使ってスマホを労わりたい
raspython3
0
150
会社説明資料
persolserverworks
0
9.7k
MCPゲートウェイを作って運用してわかったこと — Agent時代の権限管理の現在地
mtpooh
10
3.3k
オブザーバビリティを高める AI エージェント体験を考える / Designing AI Agent Experiences That Enhance Observability
aoto
PRO
2
330
FOSS4Gを活用した自治体業務DXの試み
470715
0
150
FactoryBotアンチパターン / factory_bot anti-patterns
toshimaru
0
150
ブラウザとサーバーから考えるAI時代のフロントエンド監視
shogo4131
3
760
OR学会2026年秋期大会_機械学習と数理最適化の融合による、配合レシピ最適化システム開発事例
brainpadpr
0
120
事業活動を AI Ready にする攻めと守りのデータエンジニアリング / data-engineering-for-ai-ready-business
pei0804
7
2.4k
メルペイ 会計システム概要と歴史
mewuto
0
200
Featured
See All Featured
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
baasie
1
560
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
2.1k
Digital Projects Gone Horribly Wrong (And the UX Pros Who Still Save the Day) - Dean Schuster
uxyall
1
3.3k
Making Projects Easy
brettharned
120
6.8k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
520
Unsuck your backbone
ammeep
672
58k
Art, The Web, and Tiny UX
lynnandtonic
304
22k
Skip the Path - Find Your Career Trail
mkilby
1
250
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
128
56k
Amusing Abliteration
ianozsvald
1
330
Building an army of robots
kneath
307
47k
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
1.1k
Transcript
Replicate the logs. – 13 ( IV)
[email protected]
/
[email protected]
— 2020-12-14 – p.1/40
https://speakerdeck.com/ks91 — 2020-12-14 – p.2/40
( ) SFC ( ) CSO (Chief Science Officer) 1993
( ) 2006 ( ) SFC 21 P2P (Peer-to-Peer) 2011 2018 2019 VR 2021.7 VR 2021.8 “ALL THESE WORLDS ARE YOURS” VR 2021.9 & VR 2021.12 ( (VR) ) → ( ) — 2020-12-14 – p.3/40
(1) 2020 9 60 (2020) : ( ) . .
. = ( ) GitHub Copilot (AI ) — 2020-12-14 – p.4/40
(2) (2020) : ( ) ( = + ) —
2020-12-14 – p.5/40
— 2020-12-14 – p.6/40
SAY NO TO BULLSHIT JOBS David Graeber, “Bullshit Jobs: A
Theory” (2018) ← (4 ) ( ) ( ) — 2020-12-14 – p.7/40
Alexa, ত࣌ ੈلޙ ࣾձγεςϜ ࣾձڥ ػց ٕज़ ਓؒ ࣗಈγεςϜ ྩ࣌
ੈلલ ిؾ͚ͭͯ ͍ ͍ ిؾ͚ͭͯ ͜ͷ݅ͷͱ͖ ٕज़Ͱ͋Γࣾձڥˠࣗવڥ ਓ ⇒ ( ) — 2020-12-14 – p.8/40
(4 ) (DX ) ( ) — 2020-12-14 – p.9/40
SF SF → VR 2021.7 — 2020-12-14 – p.10/40
VR (1) 50m — 2020-12-14 – p.11/40
VR (2) . . . — 2020-12-14 – p.12/40
VR (3) . . . 2030 — 2020-12-14 – p.13/40
( ) ⇒ ( ) — 2020-12-14 – p.14/40
— 2020-12-14 – p.15/40
( ) ( ) (BP : Blockchain Property ) BP-1
: ( ) BP-2 : ( , ) BP-3 : ( ) ( ) ( ) — 2020-12-14 – p.16/40
( ) ( ) ( ) ( ) ( 16
) SHA (Secure Hash Algorithm) ( ) 1bit — 2020-12-14 – p.17/40
( ) ( ) < , > ( ) :
< , > : : < , , > : OK NG — 2020-12-14 – p.18/40
BP-1 ( ), BP-2 ( ) BBc-1 f : →
BP-3 ( ) ( ) ( ) ← BP-2 ← BP-3 ( ) ( ) ← BP-3 + ← BP-{1,2} — 2020-12-14 – p.19/40
[Lamport 1984][Schneider 1990] (1) (2) (3) (4) ( ) ←
↑ — 2020-12-14 – p.20/40
( 4 TX ) SMRP (State Machine Replication Problem) SMRP-1
( ) SMRP-2 : ← — 2020-12-14 – p.21/40
( ) ( ) ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O
ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ͍ͪΜهɾॻ͖͑ͷίετ͕ߴ͍ྺ࢙ ࠷վ͟Μ͠ʹ͍͘ྺ࢙ ͕༗ޮ ͻͱͭखલͷϒϩοΫͷ ʮμΠδΣετʯ σδλϧॺ໊͞Εͨ ʮτϥϯβΫγϣϯ औҾ ʯ ϒϩοΫΛ࡞ΔͨΊʹɺͦͷʮμΠδΣετʯ͕͋ΔҎԼͱ͍͏݅Λຬͨͨ͠Γ 1SPPGPG8PSL Ծ௨՟ͷ࣋ͪʹԠͨ͡ݖརΛͬͨථͰউͬͨΓ 1SPPGPG4UBLF ͢Δඞཁ͕͋Δ ίετ͕͔͔Δ ϒϩοΫΛ࡞ΔਓͦͷதʹࣗʹѼͯͨ Ծ௨՟ͰͷใुΛॻ͖ࠐΉ͜ͱ͕Ͱ͖ɺ ͦͷϒϩοΫ͕༗ޮͳྺ࢙ͷதʹ͋Δ߹ʹ ݶΓใु༗ޮͱͳΔ τϥϯβΫγϣϯͷଘࡏΛ֬ೝ͢Δ ͨΊͷޮతͳํ๏͕ఏڙ͞ΕΔ ਖ਼ੑ ଘࡏੑ །Ұੑ Proof of Work ( ) . . . → — 2020-12-14 – p.22/40
(BP-3 ) ( : ) (BP-3 ) ( : )
(← NFT ) BP-{1,2,3} BP-{1, 2} ⇒ (← ) — 2020-12-14 – p.23/40
(DeFi) (DeFi : Decentralized Finance) ⇒ ( ) ⇒ (
) ⇒ ( ) ( ) NFT (Non-Fungible Token) NFT ( NFT ) — 2020-12-14 – p.24/40
. . . 2009 ↑ 11 . . . —
2020-12-14 – p.25/40
BBc-1/Ethereum API/ https://github.com/beyond-blockchain/examples/tree/master/certify-web 1. ID ( ) 2. ID ID
. . . ID ( ) — 2020-12-14 – p.26/40
ID { "id": "4445 4558 1689", "name": "Wednesday Addams", "born":
"1980-02-12", "address": "0001 Cemetery Lane", "public-key": "04d49e0786a37efce8552d6fd1566d7cfd86f110d4d95f1...4edb", "algo": "ecdsa-p256v1", "sig": "609b390f9486110d1ba39fc59cc46f1c2aa31ae8e40d3454c05a42...48e2", "pubkey": "0479c6676de61b41b7d0291b338f3279671d649f0a71bbb495...4bd1", } (Merkle) Ethereum — 2020-12-14 – p.27/40
*%Χʔυจॻ JEJE OBNF8FEOFTEBZ"EEBNTOBNF 8FEOFTEBZ"EEBNT ͷͷ ࣏ࣗମͷͷ CPSOCPSO BEESFTT$FNFUFSZ-BOFBEESFTT QVCMJDLFZEFDFECQVCMJDLFZ *%
Χʔυจॻ ͷμΠδΣετ ॺ໊͖ *% Χʔυจॻ ͷμΠδΣετ ࿈͔݁ͯ͠Β ܭࢉ͢Δ ॺ໊Λݕূ͠ɺ ޭͨ͠Β ࿈͔݁ͯ͠Β ܭࢉ͢Δ EJHFTU EJHFTU EJHFTU BMHPSJUIN TJHOBUVSF QVCMJDLFZ EJHFTU EJHFTU EJHFTU EJHFTU +40/ σʔλߏɺ෦ॲཧͰ 9.- ʹม͞Ε·͢ ͱͱ 9.- ༻ʹ࡞ͬͯ͋ΔϥΠϒϥϦΛ༻͍ͯ͠·͢ ɻ ෦తʹӅ͞Ε͍ͯͯূ໌Ͱ͖ΔΑ͏ʹɺηΫγϣϯ͝ͱʹμΠδΣετΛܭࢉ͍ͯ͠·͢ɻ ྫ͑ɺ*% ΧʔυͰྸॅॴɺ͋Δ͍ެ։伴Λ֬ೝ͢Δ͚ͩͰ͋Εɺ*% ൪߸ΛݟΔ͜ͱ͕๏Ͱېࢭ͞Ε͍ͯΔͷ߹ɺ *% ൪߸ΛӅͯ͠ ͦͷ෦ΛରԠ͢ΔμΠδΣετͰஔ͖͑ͯ ఏࣔͯ͠࠷ऴతʹॺ໊͖ *% Χʔυจॻͷಉ͡μΠδΣετΛܭࢉͰ͖ΔͷͰɺଘࡏূ໌͕Ͱ͖·͢ɻ ʮμΠδΣετʯͱɺ҉߸ֶతϋογϡؔʢࠓճ 4)"ʣʹΑͬͯܭࢉ͞Εͨͷ͜ͱͰ͢ɻ Θ͔ͣ ϏοτͰݩͷσʔλ͕ҟͳΔͱɺฦͬͯ͘Δ͕શ͘ҟͳΓɺμΠδΣετ͔ΒݩͷσʔλΛ ਪଌ͢Δ͜ͱͰ͖·ͤΜɻ — 2020-12-14 – p.28/40
API/ Merkle Proof จ ॻ จ ॻ จ
ॻ จ ॻ จ ॻ O μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ حͷ߹ ෳ͢Δ ɾจॻ Λಘͨ" ࢯɺಉ࣌ʹূ໌ཁૉͱͯ͠ɺϒϧʔͰࣔ͞ΕΔμΠδΣετͱ֤ʑ͕ࠨӈͷͲͪΒʹҐஔ͢Δ͔Λड͚औΔɻ ɾ" ࢯจॻ ͷμΠδΣετ͔Β࢝Ίͯɺ࿈͖݁͢Ұ࿈ͷμΠδΣετΛΔ͜ͱʹͳΔͷͰɺϚʔΫϧϧʔτʹࢸΔ·Ͱͷ ɹܭࢉΛ࠶ݱͰ͖ɺಘΒΕͨϚʔΫϧϧʔτ͕ &UIFSFVN εϚʔτίϯτϥΫτʹه͞Ε͍ͯΔͱҰக͢Δ͜ͱΛ֬ೝͰ͖Δɻ ɾͦͷܭࢉΛߦ͢Δͷ͕DFSUJGZXFCͷαʔϏε ݪཧͷཧղͱඞཁͳใ͕͋Ε୭Ͱ࠶ݱͰ͖Δ ূ໌͞ΕΔ ɻ ه͢Δ ಡΈग़ͤΔ ূ໌Λ ඞཁͱ͢Δऀʹ ։ࣔ͞ΕΔใ ˞##Dɺ͜ͷߏΛอଘ ɹ͍ͯ͠Δ͕ɺαϒπϦʔΛ ɹূ໌ཁૉԽͯͨ͠͠ޙɺ ɹূ໌͢Δ্Ͱ##D ෆཁ ެ։͞ΕΔใ ϚʔΫϧϧʔτ Ϛ ồ Ϋ ϧ γ ε ς Ϝ ͕ อ ͠ ֤ Ϣ ồ β ʹ ෦ త ʹ ͑ Δ ʜʜ ʜʜ ʜʜ ʜʜ ʜʜ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ &UIFSFVNϒϩοΫνΣʔϯ ʜ ʜ ##DϥΠϒϥϦ ূ໌ॻΞϓϦͰ࣮ݱ — 2020-12-14 – p.29/40
Merkle Proof ( ) { "proof": { "spec": { "subsystem":
"ethereum", "network": "ropsten", "contract": "BBcAnchor", "contract_address": "0x609CD0aF4663bbA6c7105fd34BbCBCDd5e75067C", "block": 9186681 }, "subtree": [ { "position": "right", "digest": "bd7d8c62a483e23b8e4713699bec9ff036ead7f3a72a8ff70684cdec1e8b6aeb" }, : # ] } } — 2020-12-14 – p.30/40
BBcAnchor.sol ( ) contract BBcAnchor { mapping (uint256 => uint)
public _digests; constructor () public { } function getStored(uint256 digest) public view returns (uint block_no) { return (_digests[digest]); } function isStored(uint256 digest) public view returns (bool isStored) { return (_digests[digest] > 0); } function store(uint256 digest) public returns (bool isAlreadyStored) { bool isRes = _digests[digest] > 0; if (!isRes) { _digests[digest] = block.number; } return (isRes); } } / — 2020-12-14 – p.31/40
τʔΫϯ ସ՟ฎ εϚʔτίϯτϥΫτ ݕূՄೳͳঢ়ଶϚγϯ ϓϩϏφϯε དྷྺূ໌ ସՄೳ ঈؐෆೳ ସՄೳ
ঈؐՄೳ ସෆೳ ঈؐՄೳ ସෆೳ ঈؐෆೳ ূ໌͢Δ ಉఆ͢Δ ࢧ͍ ࠷ॳͷԠ༻ *%Χʔυ ηΩϡϦςΟ τʔΫϯ ূ݊ ηϯαʔ ྲྀɾ Ҩݴॻ อݥਃ ͢Δ ײ͢Δ தԝۜߦ σδλϧ௨՟ ҭήʔϜ ൿີ伴Λ͑Δ͔Βຊਓʁ ෛ࠴ Ξηοτͷ දݱΛҠసͰ͖Δʁ ొ͞Εͨίʔυͱ ͦͷ࣮ߦϩάͱ݁Ռͷ ਅਖ਼ੑΛ୲อͰ͖Δʁ ݖҖ͕ Կ͔ͷ༰Λূ໌͢Δʁ ࣋ଓ͢Δଘࡏʹ͍ͭͯ هΛΞοϓσʔτՄʁ ओମ͕͍ͳ͘ͳͬͯ աڈͷσʔλ༗ޮʁ Ұൠతͳ ೝࣝ ػೳͷ ੳ݁Ռ — 2020-12-14 – p.32/40
( ) — 2020-12-14 – p.33/40
IP (Internet Protocol) ( ) : IP : / (IP
) : : — 2020-12-14 – p.34/40
: ⇒ LINE → → ( ) ( ) ⇒
→ → → — 2020-12-14 – p.35/40
( ) . . . ( : ) (GitHub ←
D.C. ) ( : ) ↑ P2P ( : Ethereum) ( ) — 2020-12-14 – p.36/40
( ) ( ) . . . ← ( )
. . . — 2020-12-14 – p.37/40
( ) (cyborg) = (cybernetic) (organism) 1 : ← 2
: ⇒ (1) (2) ⇒ ← — 2020-12-14 – p.38/40
ࠃʹΑΔ ҆શอো ՟ฎ ࢢ ۀࣾձ ઐੑͷ Խ ࢧ ࣋ ࢧ
࣋ ࢧ࣋ %9 ۚ༥ ൃߦ ೲ੫ ࣗಈԽɾޮԽɾຽओԽ ࣗಈԽɾ ޮԽɾ ຽओԽ ࣗಈԽɾ ޮԽɾ ຽओԽ ઐະԽʂ — 2020-12-14 – p.39/40
100 50 ( 50 ) ( ) . . .
— 2020-12-14 – p.40/40