# akhil-73/cybersecurity-threat-detection architecture

> Architecture diagram of the GitHub repository akhil-73/cybersecurity-threat-detection, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-24). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/akhil-73/cybersecurity-threat-detection
- Repository: https://github.com/akhil-73/cybersecurity-threat-detection

## Overview

This is a small notebook-based cybersecurity threat-detection project. The documented workflow is to apply machine learning to security or network-traffic data. The README and dependency list are available, but the notebook source was not sampled, so its specific processing steps, model, and outputs cannot be verified.

Main entry points: [`cybersecurity_ml_simple.ipynb`](https://github.com/akhil-73/cybersecurity-threat-detection/blob/main/cybersecurity_ml_simple.ipynb) (Detection notebook), [`cybersecurity_dataset.csv`](https://github.com/akhil-73/cybersecurity-threat-detection/blob/main/cybersecurity_dataset.csv) (Security dataset)

## Diagram (Mermaid)

```mermaid
flowchart TD

node_analyst(("Analyst"))
node_notebook["Detection notebook"]
node_dataset[("Security dataset")]
node_threats["Threat detection"]

node_analyst -->|"runs"| node_notebook
node_dataset -->|"provides data"| node_notebook
node_notebook -->|"detects threats"| node_threats

click node_notebook "https://github.com/akhil-73/cybersecurity-threat-detection/blob/main/cybersecurity_ml_simple.ipynb"
click node_dataset "https://github.com/akhil-73/cybersecurity-threat-detection/blob/main/cybersecurity_dataset.csv"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_analyst,node_threats toneIndigo
class node_notebook toneTeal
class node_dataset toneAmber
```

## Components

### Other components

- **Analyst**
- [Detection notebook](https://github.com/akhil-73/cybersecurity-threat-detection/blob/main/cybersecurity_ml_simple.ipynb): `cybersecurity_ml_simple.ipynb`
- [Security dataset](https://github.com/akhil-73/cybersecurity-threat-detection/blob/main/cybersecurity_dataset.csv): `cybersecurity_dataset.csv`
- **Threat detection**

## Connections

- Analyst → Detection notebook: runs
- Security dataset → Detection notebook: provides data
- Detection notebook → Threat detection: detects threats