---
# System prepended metadata

title: DeepFact Community

---

# DeepFact Community

## Mission

> 透過區塊鏈機制，打造去中心化防詐社群，集結專家和專業機構的力量共同打擊詐騙，並提供新手小白和受害者一個公開透明的求助管道。
> 

## Problem

AI 和區塊鏈詐騙成長快速，項目之間真假難辨，而每個人專業有限，無法全盤了解所有項目細節。

為了阻止詐騙，有非常多的資安公司、防詐應用、甚至白帽駭客社群都在各自努力，然而，對防詐使命來說，這樣各自為陣的單點防禦能夠影響的效果有限；對小白和受害者來說，也容易陷入不知道該去哪裡尋求幫助的窘境。

## Solution

> DeepFact Community with
> 
- Fraud Determine Mechanism（判定機制）
    - Proof of Analysis
- Inspiration Mechanism
    - Reward Tokenomics
- Stake for deeper Participation

> And a Strong Anti-Fraud Database
> 

## Fraud Determine & Inspiration Mechanism

### 判定機制 V1

- 透過智能合約讓審計人員幫用戶解題
- **Proof of Analysis**
    - User Input Question → Smart Contract Receive Question → Question Added to the Pool for Auditors → Auditors Provide Answer → User Receive Answers → User Pick the Best Answer to reward → Auditors being rewarded → Treasury Bund Being Rewarded
- **Community Voting System**
    - 舉報投票審核機制

### 判定機制 V1.5

- **(Add) Reputation System**
    - Contribution
    - Self Revealing
    - Stake to guarantee

### 判斷機制 V2

- DeepFact uses a decentralized, game-theoretic incentive mechanism based on Proof of Analysis and Shapley Value to reward participants for contributing valuable anti-fraud analysis and insights to the community.
- **Proof of Analysis**
    - 把過去用於比拼比特幣數學難題的算力，改為用來（讓人力或 Ai ）產出最適合的答案
    - Which is 可以接受某個 Response 是一個 AI Chatbot，只要他產出的回覆夠好即可
- **$DFA Tokenomics** (DeepFact Analysis Token / Detect Fraud Analysis Token)
    - Rewards Miners & Validators, for providing anti-fraud data, making accurate scam report, and other valuable contributions to the network.
    - Also Rewards Organizer for organizing the Community Database for future use (like editing a wikipedia)
- **Validators & Shapley Values**
    - 不同的 Validators 針對不同的回答 or 回答組合給分
    - 透過評分來決定最終答案
    - 透過 Shapley Values 來決定獎勵分配
- **針對較大的特徵領域拆分 Submunity, 各自或許會有各自的 Reward System（V3）**
    - ex. 針對區塊鏈的 DeFi, CEX, GameFi 等專業領域拆分
    - 或是按照 Smart Contract, URL, EOA Adress 等以媒介來拆分

## Key Strategy

> $DFA 代幣吸引專家和組織進駐 → 驗證者評選出最優秀的團隊 → 獎勵優秀團隊＋剔除掉不合格的專家 → DeepFact 越來越有價值，$DFA 價值提升 → 吸引更多優秀專家加入 DeepFact → 吸引更多用戶訪問 DeepFact → 需求帶動供給帶動需求
> 

### Partnership

- **cooperate with reliable security organization**
- 長期也不排除往 DAO 的方向發展

### Business Model

- Tokenomics Model
- Database API & SaaS
- Advertisement & Cooperation

## Key Winning Factors

- Reliability
- Trustworthy
- Transparency

## Product Backlog

- **高階發文功能**
    - 用戶可以選擇花費更多點數使用高階發文功能。
    - 高階發文保證至少有一位專家針對此事件進行回覆，提供專業分析。
    - 高階發文需要比普通發文更多的點數，以確保資源的合理分配和專家回覆的質量。
- **專家回覆**
    - 專家會對高階發文進行詳細分析，並提供專業的意見和建議。
    - 專家回覆會顯示在報告下方，並標記為專家意見。
    - 專家也有聲譽點數，專家回覆的質量和準確性會影響其聲譽。
    - 高聲譽的專家更受信任，其意見也更具影響力。
- 留言、按讚、個人檔案、排行榜等 Web2 的遊戲化設計，增加互動
- 盡可能讓每個問題都會被回答到的機制 → Top up the bid or something

### Team

- Meeting Minutes
    - [6/20 Meeting Minutes](https://docs.google.com/document/d/1MTqw4ROGo2MJ3vmRzOrCxquUUw_5uHYnuIbsHt3mAxw/edit)
- **TBD**
    - [x]  The Project’s Name
    - [x]  Track to Participate
    - [ ]  **Validators & Shapley Values
    v.s. Reputation System**
    C2 取 k
    - [ ]  點數機制
        - [ ]  **初始點數**
        - [ ]  **點數獲取**
        - [ ]  **購買點數**
    - [ ]  盈利模式
        - [ ]  **免費層**：提供基本功能和有限的免費點數，讓用戶能夠體驗平台並進行初步參與。
        - [ ]  訂閱制？單次使用購買制
        - [ ]  **付費訂閱**
            - [ ]  **標準訂閱**：每個禮拜提供更多點數，評論曝光率較高，拿到的reputation points有加成...
            - [ ]  **（未來）高級訂閱**：提供更高數量的點數、專家專屬分析、定期安全報告、個性化諮詢服務等。
        - [ ]  **定向廣告**：允許安全相關企業在平台上投放定向廣告，如防病毒軟件、安全教育課程等，增加額外收入。
        - [ ]  累積scam or project Database
        - [ ]  如何吸引到資安團隊
    - [ ]  Business Model Canvas 對齊共識
    

### Market Analysis

- Benchmark Services
    
    [Bittensor](https://www.notion.so/Bittensor-6dbd87250d764093a1767da7ace521b5?pvs=21)
    

### Next Step

|  | 6/24 | 6/25 | 6/26 - 6/27 | 6/28 - 6/29 (開發衝刺營) | 6/30 (Demo Day) |
| --- | --- | --- | --- | --- | --- |
| Idea Structuring |  | Consolidate the concept Maybe ask for Sun’s opinion @Wayne | Start Writing Deck | Finalize Deck & Concept |  |
| Demo Website (前端簡單刻) |  | Website Wireframe @Andy, @Johnson | Website Design for Demo (Can be Simple) | Finalize Demo Website (Can be Simple) |  |
| Conceptual Design (Framer Teaser Page) |  |  | Design for presentation (Teaser Page for Launching) | Finalize “The Dream” Website (Teaser Page for Launching) |  |
| Demo Contract | Demo Smart Contract V1 | (Exp.) Demo Smart Contract V2 | (Exp.) V2 Ready | Finalize the whole Demo process |  |
| Social Account |  |  |  | If we have time lol… |  |

*if we are doing it for real, then test the Market and get users’ feedback ASAP to iterate

## Business Model Canvas

![Business Model Canvas](https://upload.wikimedia.org/wikipedia/commons/thumb/1/10/Business_Model_Canvas.png/1024px-Business_Model_Canvas.png)


## Anti-Sybil Methods
- Gitcoin passport address
- Galxe passport address
- ENS holder address
- ...

Addresses that do not hold any above should stake more ETH

## Additional Notes 6/25
- 某些項目地域性很強，專家回覆不一定反映當地真實使用情況。
    - validators可能可以解（人工選出optimized的回答），因為可以根據主題去分，讓小眾領域的專家去驗證他們勝任的領域