Fraud Detection Engine
中英双语 AI 欺诈文本检测引擎,可识别诈骗、钓鱼等风险,返回风险评分、判定和等级。
🛡️ AI Fraud Detection Engine
一个支持中英双语的 AI 欺诈文本检测引擎,可精准识别诈骗、钓鱼、虚假招聘、赌博广告等风险内容。提供 REST API 与 MCP 工具,可被其他 AI Agent(如 GitHub Copilot)直接调用。
Features
- 🌐 双语支持:自动识别中英文文本,分别调用专有模型。
- 🧠 混合检测:结合 LightGBM 专家模型与中文关键词规则。
- ⚡ 实时响应:毫秒级返回风险评分、判定(欺诈/正常)和风险等级(low/medium/high)。
- 🔌 MCP 集成:通过 MCP 协议,可直接作为工具供 Copilot、Claude Desktop 等 AI 客户端调用。
- 📊 可解释性:输出欺诈概率,便于设置阈值和控制误报。
Quick Start
1. Clone the repo
git clone https://github.com/trader403/fraud-detector.git
cd fraud-detector
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