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2021-08-19 23:08:33 有 16 人按讚

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binance world 在 Taipei Ethereum Meetup Facebook 的精選貼文

By Taipei Ethereum Meetup

2021-06-21 17:57:12 有 1 人按讚

📜 [專欄新文章] ZKP 與智能合約的開發入門

✍️ Johnson

📥 歡迎投稿： https://medium.com/taipei-ethereum-meetup #徵技術分享文 #使用心得 #教學文 #medium

這篇文章將以程式碼範例，說明 Zero Knowledge Proofs 與智能合約的結合，能夠為以太坊的生態系帶來什麼創新的應用。

本文為 Tornado Cash 研究系列的 Part 2，本系列以 tornado-core 為教材，學習開發 ZKP 的應用，另兩篇為：

Part 1：Merkle Tree in JavaScript

Part 3：Tornado Cash 實例解析

Special thanks to C.C. Liang for review and enlightenment.

近十年來最強大的密碼學科技可能就是零知識證明，或稱 zk-SNARKs (zero knowledge succinct arguments of knowledge)。

zk-SNARKs 可以將某個能得出特定結果 (output) 的計算過程 (computation)，產出一個證明，而儘管計算過程可能非常耗時，這個證明卻可以快速的被驗證。

此外，零知識證明的額外特色是：你可以在不告訴對方輸入值 (input) 的情況下，證明你確實經過了某個計算過程並得到了結果。

上述來自 Vitalik’s An approximate introduction to how zk-SNARKs are possible 文章的首段，該文說是給具有 “medium level” 數學程度的人解釋 zk-SNARKs 的運作原理。（可惜我還是看不懂 QQ）

本文則是從零知識證明 (ZKP) 應用開發的角度，結合電路 (circuit) 與智能合約的程式碼來說明 ZKP 可以為既有的以太坊智能合約帶來什麼創新的突破。

基本上可以謹記兩點 ZKP 帶來的效果：

1. 擴容：鏈下計算的功能。
2. 隱私：隱藏秘密的功能。

WithoutZK.sol

首先，讓我們先來看一段沒有任何 ZKP 的智能合約：

這份合約的主軸在 process()，我們向它輸入一個秘密值 secret，經過一段計算過程後會與 answer 比對，如果驗證成功就會改寫變數 greeting 為 “answer to the ultimate question of life, the universe, and everything”。

Computation

而計算過程是一個簡單的函式：f(x) = x**2 + 6。

我們可以輕易推出秘密就是 42。

這個計算過程有很多可能的輸入值 (input) 與輸出值 (output)：
f(2) = 10
f(3) = 15
f(4) = 22
…

但是能通過驗證的只有當輸出值和我們存放在合約的資料 answer 一樣時，才會驗證成功，並執行 process 的動作。

可以看到有一個 calculate 函式，說明這份合約在鏈上進行的計算，以及 process 需要輸入參數 _secret，而我們知道合約上所有交易都是公開的，所以這個 _secret 可以輕易在 etherscan 上被看到。

從這個簡單的合約中我們看到 ZKP 可以解決的兩個痛點：鏈下計算與隱藏秘密。

Circuits

接下來我們就改寫這份合約，加入 ZKP 的電路語言 circom，使用者就能用他的 secret 在鏈下進行計算後產生一個 proof，這 proof 就不會揭露有關 secret 的資訊，同時證明了當 secret 丟入 f(x) = x**2 + 6 的計算過程後會得出 1770 的結果 (output)，把這個 proof 丟入 process 的參數中，經過 Verifier 的驗證即可執行 process 的內容。

有關電路 circuits 的環境配置，可以參考 ZKP Hello World，這裡我們就先跳過去，直接來看 circom 的程式碼：

template Square() { signal input in; signal output out; out <== in * in;}template Add() { signal input in; signal output out; out <== in + 6;}template Calculator() { signal private input secret; signal output out; component square = Square(); component add = Add(); square.in <== secret; add.in <== square.out; out <== add.out;}component main = Calculator();

這段就是 f(x) = x**2 + 6 在 circom 上的寫法，可能需要時間去感受一下。

ZK.sol

circom 寫好後，可以產生一個 Verifier.sol 的合約，這個合約會有一個函式 verifyProof，於是我們把上方的合約改寫成使用 ZKP 的樣子：

我們可以發現 ZK 合約少了 calculate 函式，顯然 f(x) = x**2 + 6 已經被我們寫到電路上了。

snarkjs

產生證明的程式碼以 javascript 寫成如下：

let { proof, publicSignals } = await groth16.fullProve(input, wasmPath, zkeyPath);

於是提交 proof 給合約，完成驗證，達到所謂鏈下計算的功能。

最後讓我們完整看一段 javascript 的單元測試，使用 snarkjs 來產生證明，對合約的 process 進行測試：

對合約來說， secret = 42 是完全不知情的，因此隱藏了秘密。

publicSignals

之前不太清楚 publicSignals 的用意，因此在這裡特別說明一下。

基本上在產生證明的同時，也會隨帶產生這個 circom 所有的 public 值，也就是 publicSignals，如下：

let { proof, publicSignals } = await groth16.fullProve(input, wasmPath, zkeyPath);

在我們的例子中 publicSignals 只有一個，就是 1770。

而 verifyProof 要輸入的參數除了 proof 之外，也要填入 public 值，簡單來說會是：

const isValid = verifyProof(proof, publicSignals);

問題來了，我們在設計應用邏輯時，當使用者要提交參數進行驗證的時候，publicSignals 會是由「使用者」填入嗎？或者是說，儘管是使用者填入，那它需不需要先經過檢查，才可以填入 verifyProof？

關鍵在於我們的合約上存有一筆資料：answer = 1770

回頭看合約上的 process 在進行 verifyProof 之前，必須要檢查 isAnswer(publicSignals[0])：

想想要是沒有檢查 isAnswer，這份合約會發生什麼事情？

我們的應用邏輯就會變得毫無意義，因為少了要驗證的答案，就只是完成計算 f(42) = 1770，那麼不論是 f(1) = 7 或 f(2) = 10，使用者都可以自己產生證明與結果，自己把 proof 和 publicSignals 填入 verifyProof 的參數中，都會通過驗證。

至此可以看出，ZKP 只有把「計算過程」抽離到鏈下的電路，計算後的結果仍需要與鏈上既有的資料進行比對與確認後，才能算是有效的應用 ZKP。

應用邏輯的開發

本文主要談到的是 zk-SNARKs 上層應用邏輯的開發，關於 ZKP 的底層邏輯如上述使用的 groth16 或其他如 plonk 是本文打算忽略掉的部分。

從上述的例子可以看到，即使我們努力用 circom 實作藏住 secret，但由於計算過程太過簡單，只有 f(x) = x**2+6，輕易就能從 answer 反推出我們的 secret 是 42，因此在應用邏輯的開發上，也必須注意 circom 的設計可能出了問題，導致私密訊息容易外洩，那儘管使用再強的 ZKP 底層邏輯，在應用邏輯上有漏洞，也沒辦法達到隱藏秘密的效果。

此外，在看 circom 的程式碼時，可以關注最後一個 template 的 private 與 public 值分別是什麼。以本文的 Calculator 為例，private 值有 secret，public 值有 out。

另外補充：

如果有個 signal input 但它不是 private input，就會被歸類為 public。

一個 circuit 至少會有一個 public，因為計算過程一定會有一個結果。

最後，在開發的過程中我會用 javascript 先實作計算過程，也可以順便產出 input.json，然後再用 circom 語言把計算過程實現，產生 proof 和 public 後，再去對照所有 public 值和 private 值，確認是不是符合電路計算後所要的結果，也就是比較 javascript 算出來的和 circom 算出來的一不一樣，如果不一樣就能確定程式碼是有 bug 的。

參考範例：https://github.com/chnejohnson/circom-playground

總結

本文的程式碼展現 ZKP 可以做到鏈下計算與隱藏秘密的功能，在真實專案中，可想而知電路的計算過程不會這麼單純。

會出現在真實專案中的計算像是 hash function，複雜一點會加入 Merkle Tree，或是電子簽章 EdDSA，於是就能產生更完整的應用如 Layer 2 擴容方案之一的 ZK Rollup，或是做到匿名交易的 Tornado Cash。

本文原始碼：https://github.com/chnejohnson/mini-zkp

下篇文章就來分享 Tornado Cash 是如何利用 ZKP 達成匿名交易的！

參考資料

概念介紹

Cryptography Playground

zk-SNARKs-Explainer

神奇的零知識證明！既能保守秘密，又讓別人信你！

認識零知識證明 — COSCUP 2019 | Youtube

應用零知識證明 — COSCUP 2020 | Youtube

ZK Rollup

動手實做零知識 — circom — Kimi

ZK-Rollup 开发经验分享 Part I — Fluidex

ZkRollup Tutorial

ZK Rollup & Optimistic Rollup — Kimi Wu | Medium

Circom

circom/TUTORIAL.md at master · iden3/circom · GitHub

ZKP Hello World

其他

深入瞭解 zk-SNARKs

瞭解神秘的 ZK-STARKs

zk-SNARKs和zk-STARKs解釋 | Binance Academy

[ZKP 讀書會] MACI

Semaphore

Zero-knowledge Virtual Machines, the Polaris License, and Vendor Lock-in | by Koh Wei Jie

Introduction & Evolution of ZK Ecosystem — YouTube

The Limitations of Privacy — Barry Whitehat — YouTube

Introduction to Zero Knowledge Proofs — Elena Nadolinski

ZKP 與智能合約的開發入門 was originally published in Taipei Ethereum Meetup on Medium, where people are continuing the conversation by highlighting and responding to this story.

👏 歡迎轉載分享鼓掌

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2021-05-30 21:52:19 有 51 人按讚

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Shorty Bluejova

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ติดตามชมคลิปรีวิวเกมมาใหม่ได้ทุกวัน โดยเฉพาะเกมมือถือ - Shorty Bluejova เป็นนามปากกาของผมเอง ใช้ชื่อนี้มาตั้งแต่ปี 1997 - ปัจจุบันรีวิวไปแล้ว 2,300 เกมทั้งเกมไทย ญี่ปุ่น อังกฤษ และอื่นๆ - จุดเริ่มต้นมันมาจากเกมมือถือเริ่มมีมากขึ้นมาตั้งแต่ปี 2010 ผมเป็นคนวัยทำงานไม่มีเวลามานั่งเล่นเกมนานๆ เลยอยากจะหาข้อมูลของไว้ตัดสินใจก่อนโหลดมาเล่น แต่ปรากฏว่าไม่มีใครทำคลิปรีวิวเกมมือถือเลย มีแต่พวกสำนักข่าวเกมและมีแต่เกม Casual และ Puzzle ผมก็เลยเริ่มอัพโหลดคลิปรีวิวเกมมือถือ เพราะไหนๆ ก็โหลดมาทดสอบอยู่แล้ว - ช่องผมจะเน้นการรีวิวและสอนการเล่นเบื้องต้น (ไม่ใช่การแคสเกม) หากเป็นภาษาต่างประเทศจะแปลสิ่งที่ควรรู้ไว้ให้ด้วย และที่ไม่แคสเกมเป็นเพราะบุคลิกภาพไม่ได้ และไม่ชอบทำอะไรซ้ำชาวบ้านเค้า ก็เลยสอนเล่นเกมซะเลยเพราะตอนนั้นยังไม่มีใครทำ - นอกจากเกมมือถือก็ทำนะ เช่น เที่ยวญี่ปุ่น, สำรวจงานเกม, เกมออนไลน์, เกมคอนโซล และอื่นๆ เอาเป็นว่าอยากทำอะไรก็ทำว่างั้น

binance world 在 Shorty Bluejova Youtube 的最佳解答

By Shorty Bluejova

2021-05-30 21:00:11 有 40,338 人看過有 443 人喜歡

Over Eclipse (オーバーエクリプス) เกมมือถือ RPG ผจญภัยในโลกกว้างแบบ Open World
☑ รายะละเอียด https://appair.biz/Game/2458
☑ Website https://www.over-eclipse.com/

iOS Download
☑ สโตร์ญี่ปุ่น https://apps.apple.com/jp/app/id1547751682
☑ วิธีสมัครสโตร์ต่างประเทศ https://appair.biz/Pages/iOS

Android Download
☑ QooApp https://apps.qoo-app.com/en/app/16955
☑ วิธีใช้งาน QooApp https://appair.biz/Pages/QooApp

เล่นใน PC ด้วย Emulator ได้
☑ Download https://bit.ly/2Eioe6L
☑ วิธีใช้ Emulator https://appair.biz/AndroidPC

ข้อมูลเพิ่มเติม
☑ ใช้พื้นที่ราวๆ 800MB
☑ ต้องใช้เน็ตขณะเล่น (ออนไลน์)
☑ อยู่ไทยไม่ต้องใช้ VPN
☑ เล่นกับเพื่อนไม่ได้

สารบัญคลิป
0:00 วิธีเล่นเบื้องต้น
5:37 รับของฟรีไปเปิดกาชาปอง
6:52 เพิ่มความเก่งให้ตัวละคร
11:14 ร้านค้า
11:50 ระบบอื่นๆ ในเกม
13:15 การตั้งค่า
13:39 การเซฟและโหลดไอดี

ช่องทางการสนับสนุน
☑ สมัครเป็นเมมเบอร์ https://bit.ly/3uBL12h
☑ โอนเงินผ่าน PayPal https://paypal.me/shortybluejova
☑ โอนเงินผ่าน Steamlab https://streamlabs.com/nitinaiphaisanpayak

สปอนเซอร์ (ทุกครั้งที่ซื้อขาย เจ้าของจะลดค่าธรรมเนียมมาให้นาย Shorty ส่วนนึง)
☑ ซื้อบัตรเติมเงินเกม https://bit.ly/2RCb22Z
☑ เทรดเหรียญคริปโต Binance https://bit.ly/3f8rAb0
☑ เทรดเหรียญคริปโต Bitkub https://bit.ly/3uCIdCc
☑ ซื้อฮาร์ดแวร์เก็บเหรียญ https://bit.ly/3hhrws7

ข้อมูลอื่นๆ
☑ ศูนย์รวมเกมมือถือ https://appair.biz
☑ มือถือที่ใช้ปัจจุบัน iPhone 12 PRO MAX, iPad Air 2019, Note 20 Ultra 5G
☑ PC ที่ใช้ปัจจุบัน https://notebookspec.com/pc/8576876
☑ PC สำหรับสตรีม https://notebookspec.com/pc/8576888

Social Media
☑ กลุ่มคนแอบเล่นเกม https://fb.com/groups/gamerlab/
☑ Facebook Fanpage https://fb.com/shortybluejovaofficial/
☑ Facebook ส่วนตัว https://fb.com/shortybluejova/
☑ Only Fans https://onlyfans.com/shortybluejova/
☑ Instagram https://www.instagram.com/shortybluejova/
☑ My Team Fanpage https://www.fb.com/nngamingtv/

#shortybluejova

shortybluejova

Shorty Bluejova

About author

binance world 在 Shorty Bluejova Youtube 的最佳解答

By Shorty Bluejova

2021-05-19 11:00:30 有 24,816 人看過有 460 人喜歡

Genshin Impact เกมแนวแอคชั่น Open World กราฟิกสไตล์อนิเมะ เปิดให้เล่นฟรีแล้วในมือถือ, PC, PS4, PS5 !!
☑ รายละเอียด https://appair.biz/Game/1804
☑ PC https://genshin.mihoyo.com
☑ iOS https://apps.apple.com/app/id1517783697
☑ Android https://play.google.com/store/apps/details?id=com.miHoYo.GenshinImpact
☑ PS4 https://www.playstation.com/en-th/games/genshin-impact-ps4/

ข้อมูลเสริม
☑ ของสวมใส่ปัจจุบันของผม http://bit.ly/39pwJbE
☑ จุดไอเทม https://genshin-impact-map.appsample.com/
☑ รวมคลิปทั้งหมด https://www.youtube.com/playlist?list=PLi3Sn2HXLtjDc4kVbn7AyPFOqnbC2oYjo

ข้อมูลอื่นๆ ของเกมนี้
☑ Spec ขั้นต่ำ https://genshin.mihoyo.com/en/news/detail/5284
☑ ใช้เนื้อที่มากกว่า 8GB (Mobile) 30GB (PC&PS4)
☑ ต้องใช้เน็ตขณะเล่น (ออนไลน์)
☑ เล่นกับเพื่อนได้ 4 คน (เปิดตอน Level 16)
☑ เล่น Cross Platform ได้หมด
☑ ใช้ไอดีเดียวกันได้เฉพาะ PC และ Mobile เท่านั้น
☑ เติมเงินไม่ใช้บัตรเครดิต https://bit.ly/36raxuM

ช่องทางการสนับสนุน
☑ สมัครเป็นเมมเบอร์ https://bit.ly/3uBL12h
☑ โอนเงินผ่าน PayPal https://paypal.me/shortybluejova
☑ โอนเงินผ่าน Steamlab https://streamlabs.com/nitinaiphaisanpayak

สปอนเซอร์ (ทุกครั้งที่ซื้อขาย เจ้าของจะลดค่าธรรมเนียมมาให้นาย Shorty ส่วนนึง)
☑ ซื้อบัตรเติมเงินเกม https://bit.ly/2RCb22Z
☑ เทรดเหรียญคริปโต Binance https://bit.ly/3f8rAb0
☑ เทรดเหรียญคริปโต Bitkub https://bit.ly/3uCIdCc
☑ ซื้อฮาร์ดแวร์เก็บเหรียญ https://bit.ly/3hhrws7

สารบัญคลิป
0:00 แนะนำตัวละคร
4:29 พรสวรรค์ติดตัว
5:49 กลุ่มดาว
8:01 อาวุธ
9:27 อาร์ติแฟกต์
12:12 แนวทางการจัดทีม

ข้อมูลอื่นๆ
☑ ดูเกมมือถืออื่นๆ ได้ที่ https://appair.biz
☑ มือถือที่ใช้ปัจจุบัน iPhone 12 PRO MAX, iPad Air 2019, Note 20 Ultra 5G
☑ PC ที่ใช้ปัจจุบัน https://notebookspec.com/pc/8576876
☑ PC สำหรับสตรีม https://notebookspec.com/pc/8576888

Social Media
☑ Official Fanpage https://www.fb.com/shortybluejovaofficial/
☑ กลุ่มคนแอบเล่นเกม https://www.fb.com/groups/gamerlab/
☑ Instagram https://www.instagram.com/shortybluejova
☑ My Team Fanpage https://www.fb.com/nngamingtv

#shortybluejova

shortybluejova

Shorty Bluejova

About author

社群媒體上有些相關的討論：

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The world's biggest cryptocurrency exchange said it had 'temporarily paused' withdrawals as CEO said it was 'business as usual'. Changpeng Zhao, ...

#81. What to Know About Binance Buying FTX

Binance, the largest crypto exchange in the world, just bought its fastest-rising competitor, FTX. What that means for the crypto world and ...

#82. Binance gains first Southeast Asian license from Thailand

The arrival of Binance, the world's largest cryptocurrency exchange by trading volume, will likely shake up Thailand's digital asset market.

#83. Binance vs. Coinbase: Which Should You Choose?

Fees, 0.10% spot-trading fees, 4.5% debit card purchases, Not disclosed ; Number of cryptocurrencies supported, Over 700 for global traders on Binance. Over 100 ...

#84. Viane Wong - Operations Lead, Binance Content

Trilingual gamer (English, Mandarin, Cantonese) with experience leading global businesses in tech companies. - Began my professional career with two ...

#85. How Binance-FTX deal rocked the crypto world and then ...

On Tuesday, the world's biggest exchange, Binance Holdings, was set to acquire troubled rival FTX.com. On Wednesday, Binance walked away ...

#86. Crypto Exchange Binance Trading Volume Fell Almost 50 ...

Spot trading volume at Binance, the world's largest cryptocurrency exchange, dropped for a second straight month in April, falling 48% amid ...

#87. Binance walks away from FTX deal

Just about every digital coin was struggling: Ether, Solana, Polkadot and Avalanche all dropped. Binance chief ...

#88. Binance mishandled funds and violated securities laws ...

The world's largest cryptocurrency exchange Binance and its founder Changpeng Zhao are accused of misusing investor funds, operating as an ...

#89. Binance Announces Global Advisory Board

The board's purpose is to advise Binance on some of the most complex regulatory, political, and social issues the entire crypto industry faces ...

#90. Blockchain Bites: Binance Australia loses PayID and fiat ...

Users of Binance Australia are facing disruptions with AUD deposits and withdrawals as Binance was been forced by their 'third party payment ...

#91. Binance Volunteers Work for Swag and Hope for Jobs. It's ...

Fedir Makarchuk, one of the Binance Angels, at a coworking space in Kyiv, ... run by Binance, the world's largest cryptocurrency exchange.

#92. Binance: Buy Bitcoin & Crypto 17+ - App Store

Welcome to the World's Largest Crypto Exchange for a Reason; with over 300 Coins to Choose. Trusted by millions of users worldwide.

#93. Binance Charity

Blockchain Charity Foundation - Binance.charity. ... education and research accessible to all, and advancing global solutions for local humanitarian impact.

#94. Why the SEC is going after crypto exchanges Coinbase ...

The Securities and Exchange Commission unveiled a barrage of charges against two of the world's largest crypto exchanges — Coinbase and Binance ...

#95. World's largest crypto platform Binance buys rival FTX ...

"CZ has done, and will continue to do, an incredible job of building out the global crypto ecosystem, and creating a freer economic world.".

#96. US regulator sues top crypto exchange Binance for 'illegal' ...

The world's biggest cryptocurrency exchange, Binance, was sued by the US Commodity Futures Trading Commission (CFTC) on Monday for operating ...

#97. Binance Charity and UNIC Partner to Provide Scholarships ...

The MSc in Blockchain and Digital Currency is the world's first and the leading master's degree in the field, with more than 1,350 students ...

#98. Binance delists five Russian lenders on site following scrutiny

Binance, the world's largest cryptocurrency exchange, has stopped offering clients a way to pay one another through sanctioned Russian banks ...

#99. Binance, the world's largest cryptocurrency exchange ...

Binance, the world's largest crypto exchange by trading volumes, was set to launch its own digital asset marketplace in Britain. However, it was ...

#100. Is Binance available worldwide? Alternatives For 2023

Since Binance is just crypto to crypto exchange, until recent times, it could operate in almost every country worldwide – unless the country ...

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