# SecureNT

**Repository Path**: Monickar/secure-nt

## Basic Information

- **Project Name**: SecureNT
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2024-12-20
- **Last Updated**: 2025-02-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README



# Network Topology Protection Framework

<img src="SecureNT.png" alt="drawing" width="800"/>

This repository contains the implementation for this [Paper](https://arxiv.org/abs/2412.08177).

Contact: Chengze Du ([ducz0338@dupt.edu.cn](ducz0338@bupt.edu.cn))
<!-- ![image](SecureNT.png) -->


## Structure

```
.
├── algorithm_infer_tp/      # Topology inference algorithms
│   ├── MLE.py              # Maximum Likelihood Estimation
│   └── MLTP.py             # MCMC-based Topology Learning
├── algorithm_obf_tp/        # Topology protection algorithms
│   ├── AntiTomo.py         # Anti-tomography protection
│   ├── Proto.py            # Prototype-based protection
│   └── SecureNT.py         # Secure Network Topology protection
├── Alg_NTP_evaluate.py     # Network Tomography link performance evaluate after Topology Protection
```

## Topology Inference Algorithms

### MLE (Maximum Likelihood Estimation)
- Implements topology inference using maximum likelihood estimation
- Uses Gurobi optimizer for solving the optimization problem


### MLTP (MCMC-based Topology Learning)
- Implements topology inference using Markov Chain Monte Carlo


## Topology Protection Algorithms
- AntiTomo
- Proto
- SecureNT


## Requirements

- Python 3.7+
- NumPy
- NetworkX
- Gurobi Optimizer
- Matplotlib
- SciPy

## Usage

Each algorithm can be used independently or as part of the complete framework. Example usage:

```python
# Topology Inference
from algorithm_infer_tp.MLE import MLE
from algorithm_infer_tp.MLTP import TopologyIdentification

# Topology Protection
from algorithm_obf_tp.AntiTomo import AntiTomoTopologyObfuscation
from algorithm_obf_tp.Proto import TopologyObfuscation
```

## License

[MIT License](LICENSE)