ai-data-security

AI 系统数据安全测试方法论。当需要评估 LLM/AI 系统的数据泄露风险、训练数据安全、或 RAG/向量库数据完整性时触发。覆盖: System Prompt 泄露(元 Prompt/角色扮演/关键字定位)、训练数据推导与提取、成员推断攻击、模型反演攻击、RAG 数据投毒、API 信息泄露、…

Skill by NetVar1337

IndexedLicense unknown★ 2

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/netvar1337-ai-data-security

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

AI 系统数据安全测试方法论。当需要评估 LLM/AI 系统的数据泄露风险、训练数据安全、或 RAG/向量库数据完整性时触发。覆盖: System Prompt 泄露(元 Prompt/角色扮演/关键字定位)、训练数据推导与提取、成员推断攻击、模型反演攻击、RAG 数据投毒、API 信息泄露、级联幻觉攻击、外部数据源信息泄露。

Use cases: backend, data, ml, security

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools: No tools found
Secrets: None asked for
Install scripts: None found

Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/ai-data-security

What's inside

Skill name: ai-data-security
Description: AI 系统数据安全测试方法论。当需要评估 LLM/AI 系统的数据泄露风险、训练数据安全、或 RAG/向量库数据完整性时触发。覆盖: System Prompt 泄露(元 Prompt/角色扮演/关键字定位)、训练数据推导与提取、成员推断攻击、模型反演攻击、RAG 数据投毒、API 信息泄露、级联幻觉攻击、外部数据源信息泄露。
License: unknown
Metadata: tags: ai data security, data leakage, prompt leakage, training data extraction, membership inference, model inversion, rag poisoning, 数据泄露, 训练数据, 成员推断, 模型反演, 数据投毒, api 泄露 · category: ai-security
Instructions: 65 lines in SKILL.md · view on GitHub

Files (2)

SKILL.md
data-attack-techniques.md · references/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

Signals

Stars: 2
Forks: 1
Open issues: 0
Last commit (this folder): Aug 26, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License: License unknown
Repository: github.com/NetVar1337/agent-skill-canon
Website: github.com/NetVar1337/agent-skill-canon
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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Cite this page

ai-data-security skill. Agent Mart. https://agentmart.dev/skills/netvar1337-ai-data-security (last updated 2026-10-24)