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Python 3.13.9 (tags/v3.13.9:8183fa5, Oct 14 2025, 14:09:13) [MSC v.1944 64 bit (AMD64)] on win32
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"""
Core Defender Engine
"""
import time
import threading
from datetime import datetime
from collections import deque
import psutil
class DefenderEngine:
def __init__(self):
self.events = deque(maxlen=10000)
self.alerts = deque(maxlen=1000)
self.rules = {}
self.status = {}
self.start_time = time.time()
self.events_processed = 0
def process_event(self, event):
"""Process a security event"""
event['processed_at'] = datetime.now().isoformat()
self.events.append(event)
self.events_processed += 1
# Apply rules to event
for rule_name, rule in self.rules.items():
if rule.is_active() and rule.matches(event):
self.generate_alert({
'rule': rule_name,
'event': event,
'timestamp': datetime.now().isoformat(),
'threat_level': rule.get_threat_level()
})
def generate_alert(self, assessment):
"""Generate security alert"""
alert = {
'id': len(self.alerts) + 1,
'assessment': assessment,
'timestamp': datetime.now().isoformat(),
'status': 'NEW'
}
self.alerts.append(alert)
# Log alert
print(f"SECURITY ALERT: {assessment}")
def get_recent_events(self, limit=100):
"""Get recent security events"""
return list(self.events)[-limit:]
def get_active_rules(self):
"""Get active security rules"""
return {name: rule for name, rule in self.rules.items() if rule.is_active()}
def get_current_threat_level(self):
"""Get current system threat level"""
recent_alerts = [alert for alert in self.alerts if
datetime.now().timestamp() -
datetime.fromisoformat(alert['timestamp']).timestamp() < 3600]
if not recent_alerts:
return "LOW"
high_severity_count = sum(1 for alert in recent_alerts
if alert.get('assessment', {}).get('threat_level', 0) > 80)
if high_severity_count > 5:
return "CRITICAL"
elif high_severity_count > 2:
return "HIGH"
elif len(recent_alerts) > 10:
return "MEDIUM"
else:
return "LOW"
def update_status(self, status):
"""Update system status"""
self.status = status
def get_cpu_usage(self):
"""Get current CPU usage"""
return psutil.cpu_percent()
def get_memory_usage(self):
"""Get current memory usage"""
return psutil.virtual_memory().percent
def get_average_response_time(self):
"""Get average response time"""
# Simulated response time
return 2.8
def get_events_processed_count(self):
"""Get total events processed"""
return self.events_processed
# Base Rule Class
class SecurityRule:
def __init__(self, name, config):
self.name = name
self.config = config
self.active = config.get('active', True)
self.threat_level = config.get('threat_level', 50)
def is_active(self):
return self.active
def matches(self, event):
"""Check if event matches this rule"""
raise NotImplementedError
def get_threat_level(self):
return self.threat_level
# Network Traffic Spike Rule
class NetworkTrafficSpikeRule(SecurityRule):
def matches(self, event):
if event.get('type') != 'network_traffic':
return False
current_traffic = event.get('traffic_mbps', 0)
baseline = self.config.get('baseline_mbps', 100)
threshold = self.config.get('spike_threshold_percent', 200)
spike_threshold = baseline * (threshold / 100)
return current_traffic > spike_threshold
# Resource Usage Spike Rule
class ResourceUsageSpikeRule(SecurityRule):
def matches(self, event):
if event.get('type') != 'resource_usage':
return False
usage_type = event.get('resource_type')
current_usage = event.get('usage_percent', 0)
threshold = self.config.get(f'{usage_type}_threshold', 80)
# Exclude system processes
process_name = event.get('process_name', '')
excluded_processes = ['system_update', 'windows_update', 'apt-get']
return (current_usage > threshold and
process_name not in excluded_processes)
# Data Exfiltration Rule
class DataExfiltrationRule(SecurityRule):
def matches(self, event):
if event.get('type') != 'data_transfer':
return False
# Check transfer size
transfer_size = event.get('size_mb', 0)
size_threshold = self.config.get('size_threshold_mb', 100)
if transfer_size > size_threshold:
return True
...
... # Check file extension
... file_ext = event.get('file_extension', '')
... suspicious_exts = self.config.get('suspicious_extensions', ['.zip', '.rar', '.exe'])
...
... if file_ext in suspicious_exts:
... return True
...
... # Check destination
... dest_ip = event.get('destination_ip', '')
... blacklist = self.config.get('blacklisted_ips', [])
...
... if dest_ip in blacklist:
... return True
...
... return False
...
... # Unauthorized Access Rule
... class UnauthorizedAccessRule(SecurityRule):
... def matches(self, event):
... if event.get('type') != 'login_attempt':
... return False
...
... failed_attempts = event.get('failed_attempts', 0)
... threshold = self.config.get('attempt_threshold', 5)
...
... if failed_attempts > threshold:
... return True
...
... # Check restricted accounts
... username = event.get('username', '')
... restricted_accounts = self.config.get('restricted_accounts', ['admin', 'root'])
...
... if username in restricted_accounts:
... return True
...
... return False