Update README.md

README.md

@@ -1,39 +1,39 @@
-# MayOne Security Framework
-
-**AI‑powered Intrusion Detection & Response for Windows**
-
-![Dashboard Preview](docs/dashboard.png) 
-
-## Features
-
-- Real‑time packet capture (Scapy)
-- Rule‑based threat detection (port scan, brute force, DDoS, bursts)
-- AI anomaly detection (Isolation Forest) – learns normal traffic
-- Risk scoring (0–100) with threat levels: LOW, MEDIUM, HIGH, CRITICAL
-- Automatic IP blocking via Windows Firewall (inbound+outbound)
-- SQLite database for events, threats, blocked IPs, reports
-- Live Flask dashboard with:
-  - Traffic statistics
-  - Protocol distribution & top ports charts
-  - Recent threats table
-  - Manual IP block/unblock
-- Geo‑IP blocking (optional, MaxMind GeoLite2)
-- Scheduled & emergency PDF reports (with logo watermark)
-- PCAP export (full buffer)
-- Multithreaded, thread‑safe, low CPU usage
-
-## Requirements
-
-- Windows 10/11 (or Windows Server)
-- Python 3.10 or higher
-- Npcap (with WinPcap API compatibility) – [Download](https://npcap.com)
-- Administrator privileges (for sniffing and firewall changes)
-
-## Installation
-
-1. Clone the repository:
-   ```bash
-   git clone https://github.com/yourusername/MayOne-Security-Framework.git
-   cd MayOne-Security-Framework
-   pip install -r requirements.txt
+# MayOne Security Framework
+
+**AI‑powered Intrusion Detection & Response for Windows**
+
+![Dashboard Preview](doc/dashboard.png) 
+
+## Features
+
+- Real‑time packet capture (Scapy)
+- Rule‑based threat detection (port scan, brute force, DDoS, bursts)
+- AI anomaly detection (Isolation Forest) – learns normal traffic
+- Risk scoring (0–100) with threat levels: LOW, MEDIUM, HIGH, CRITICAL
+- Automatic IP blocking via Windows Firewall (inbound+outbound)
+- SQLite database for events, threats, blocked IPs, reports
+- Live Flask dashboard with:
+  - Traffic statistics
+  - Protocol distribution & top ports charts
+  - Recent threats table
+  - Manual IP block/unblock
+- Geo‑IP blocking (optional, MaxMind GeoLite2)
+- Scheduled & emergency PDF reports (with logo watermark)
+- PCAP export (full buffer)
+- Multithreaded, thread‑safe, low CPU usage
+
+## Requirements
+
+- Windows 10/11 (or Windows Server)
+- Python 3.10 or higher
+- Npcap (with WinPcap API compatibility) – [Download](https://npcap.com)
+- Administrator privileges (for sniffing and firewall changes)
+
+## Installation
+
+1. Clone the repository:
+   ```bash
+   git clone https://github.com/yourusername/MayOne-Security-Framework.git
+   cd MayOne-Security-Framework
+   pip install -r requirements.txt
    python main.py