"""
Network Intrusion Detection System
"""

import time
import random
from datetime import datetime

class NetworkIntrusionDetector:
    def __init__(self):
        self.initialized = False
        self.monitoring = False
    
...     def initialize(self):
...         """Initialize NIDS"""
...         print("Initializing Network Intrusion Detection System...")
...         time.sleep(1)  # Simulate initialization
...         self.initialized = True
...         print("NIDS initialized successfully")
...     
...     def monitor(self):
...         """Monitor network traffic for suspicious activity"""
...         if not self.initialized:
...             return []
...         
...         # Simulate network events
...         events = []
...         
...         # Random chance of generating events
...         if random.random() < 0.1:  # 10% chance per check
...             event_type = random.choice(['network_traffic', 'suspicious_connection', 'port_scan'])
...             
...             if event_type == 'network_traffic':
...                 events.append({
...                     'type': 'network_traffic',
...                     'timestamp': datetime.now().isoformat(),
...                     'interface': random.choice(['eth0', 'wlan0']),
...                     'traffic_mbps': random.randint(50, 500),
...                     'destination_ip': f"192.168.1.{random.randint(1, 254)}"
...                 })
...             elif event_type == 'suspicious_connection':
...                 events.append({
...                     'type': 'suspicious_connection',
...                     'timestamp': datetime.now().isoformat(),
...                     'source_ip': f"10.0.0.{random.randint(1, 254)}",
...                     'destination_ip': f"192.168.1.{random.randint(1, 254)}",
...                     'port': random.randint(1024, 65535),
...                     'protocol': random.choice(['TCP', 'UDP'])
...                 })
...         
...         return events