> For the complete documentation index, see [llms.txt](https://mana.gitbook.io/manadia/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://mana.gitbook.io/manadia/cn/7.-an-quan-yu-ke-xin-jia-gou.md).

# 7. 安全与可信架构

安全与可信是 manadia 技术体系的重要组成部分。由于 manadia 涉及算力、模型、数据、Agent 执行和链上交互，系统必须在多个层面建立安全边界。

#### 7.1 模型安全

模型安全包括模型权重保护、参数保护、版本记录和访问控制。对于预测模型和第三方 Agent，核心策略和参数不应在执行过程中被随意复制。TEE、权限控制、模型哈希和版本存证可以共同提升模型安全性。

#### 7.2 数据安全

数据安全包括数据加密、数据源签名、访问权限、时间戳记录和数据使用范围控制。对于独家数据、付费数据和敏感因子，系统应避免明文暴露，并记录数据被哪些模型使用。

#### 7.3 Agent 执行安全

Agent 具备工具调用能力，因此必须限制权限。不同 Agent 应拥有不同工具权限、调用额度和执行边界。涉及钱包、交易、资金和链上操作的工具，需要更严格的权限与确认机制。

#### 7.4 审计与回放

审计系统应支持关键执行过程回放。回放不一定公开全部私有模型细节，但应能够验证模型版本、输入数据摘要、策略配置、执行时间和输出结果之间的一致性。

#### 7.5 风险边界

manadia 的可信任 AI 预测模型应明确技术边界。AI 预测不等于确定性结果，TEE 不等于收益保证，历史表现不等于未来收益。白皮书需要主动说明这些边界，这会增强技术可信度，而不是削弱项目价值。


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://mana.gitbook.io/manadia/cn/7.-an-quan-yu-ke-xin-jia-gou.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.