# the model based integrated learning

**Repository Path**: chen_yu_no/the-model-based-integrated-learning

## Basic Information

- **Project Name**: the model based integrated learning
- **Description**: 基于集成学习的系统调用实时异常检测框架，实验基于ADFA-LD
- **Primary Language**: Unknown
- **License**: MulanPSL-2.0
- **Default Branch**: master
- **Homepage**: https://gitee.com/czlei/the-model-based-integrated-learning
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2026-01-15
- **Last Updated**: 2026-01-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# the model based integrated learning

#### Description
基于集成学习的系统调用实时异常检测框架，实验基于ADFA-LD


#### 实验环境

1.  tensorflow2.4
2.  GPU:RTX3060
3.  数据集：ADFA-LD


#### 贡献

1.  基于集成学习融合三种聚类模型用于构建系统调用正常行为轮廓。
2.  实现在进程生命周期内的异常预警
3.  高准确率和低误报率