A cutting-edge, AI-powered security monitoring system designed to detect and prevent intrusions with real-time analytics and machine learning capabilities.
📁 Real-time File Monitoring Track creation, modification, deletion & movement |
🌐 Network Surveillance Monitor suspicious network connections |
⚡ Process Monitoring Detect resource abuse & unknown processes |
🧠 Machine Learning Isolation Forest anomaly detection |
🔧 Extensible Design Easy customization & integration |
🔔 Smart Alerts Instant notifications & logging |
| Technology | Purpose | Version |
|---|---|---|
 |
Core Language | 3.8+ |
 |
Numerical Computing | 1.24.2 |
 |
Machine Learning | 1.2.2 |
 |
System Monitoring | 5.9.5 |
# 1️⃣ Clone the repository
git clone https://github.com/savetree-1/SecureWatch-Intrusion-Detection-Prevention.git
cd SecureWatch-Intrusion-Detection-Prevention
# 2️⃣ Install dependencies
pip install -r requirements.txt
# 3️⃣ Run the system
python idps.py --paths ./monitored_folder
# Basic usage - monitors default directory
python idps.py
# Monitor specific directories
python idps.py --paths /home/user/documents /var/log
# Short form
python idps.py -p ./important_files ./sensitive_data┌─────────────────────────────────────────┐
│ IDPS MONITORING ACTIVE │
├─────────────────────────────────────────┤
│ 📁 File Events: 127 events logged │
│ 🌐 Network Conn: 45 connections │
│ ⚡ Process Monitor: 12 alerts │
│ 🧠 ML Model: Trained & Active │
└─────────────────────────────────────────┘
| File | Description | Location |
|---|---|---|
📄 file_log.txt |
File system changes | ./logs/ |
🌐 network_connections_log.txt |
Network activity | ./logs/ |
⚡ processes_log.txt |
System processes | ./logs/ |
🚨 anomaly_log.txt |
ML detection alerts | ./logs/ |
The system is designed with modularity in mind. Customize monitoring intervals, detection thresholds, and logging options by editing variables in:
idps.py- Main configuration and file monitoringmonitor.py- Network and process monitoring settingsdetector.py- ML model parameters and thresholds
Advanced ML Neural networks & deep learning |
Smart Alerts Email, SMS, Slack integration |
Analytics Dashboard Real-time charts & graphs |
Multi-Host Network-wide protection |
