What is Security Monitoring?
Security monitoring involves the continuous collection, analysis, and escalation of security-related data to detect and respond to potential security incidents. It provides visibility into security events across an organization's IT infrastructure.
👁️ Proactive Defense
The average time to identify a breach is 207 days. Effective security monitoring can significantly reduce this detection time.
Key Monitoring Components
Centralized platform for collecting, analyzing, and correlating security events
Monitor network traffic for suspicious activity and potential threats
Monitor endpoint activities and provide investigation and response capabilities
Analyze network flows and patterns to detect anomalies
Collect, store, and analyze logs from various systems and applications
Monitoring Strategies
Signature-Based Detection
Uses known patterns (signatures) of malicious activity to identify threats.
Anomaly-Based Detection
Establishes normal behavior baselines and alerts on deviations from these patterns.
Behavioral Analysis
Monitors user and system behavior to detect suspicious activities.
Threat Intelligence Integration
Incorporates external threat intelligence feeds to identify known malicious indicators.
Machine Learning
Uses AI algorithms to identify complex patterns and emerging threats.
Essential Security Logs
Critical Log Sources
- Firewall and network device logs
- Windows event logs (Security, System, Application)
- Linux system logs (syslog, auth.log)
- Application and web server logs
- Database access and audit logs
- Cloud service and API logs
- Endpoint protection and EDR logs
Alerting and Incident Detection
Create specific scenarios that represent security incidents
Process for evaluating and prioritizing security alerts
Techniques to minimize non-actionable alerts
Combine multiple events to identify complex attack patterns
Common Detection Scenarios
Multiple Failed Logins: 5+ failed login attempts from same IP in 5 minutes
Privilege Escalation: User account granted administrative privileges
Data Exfiltration: Large outbound data transfers to external IPs
Malware Detection: Known malicious file hashes or patterns detected
Lateral Movement: Internal system accessing multiple other systems
Best Practices
Monitoring Guidelines
- Establish clear monitoring objectives and use cases
- Ensure comprehensive log collection coverage
- Implement proper log retention policies
- Regularly review and tune detection rules
- Maintain accurate asset inventory
- Conduct regular security assessments
- Develop and test incident response procedures
Metrics and KPIs
Average time between threat emergence and detection
Average time between detection and containment
Number of alerts and percentage of true positives
Percentage of systems and applications being monitored
Tools and Technologies
Splunk, IBM QRadar, ArcSight, LogRhythm, AlienVault
CrowdStrike, SentinelOne, Microsoft Defender, Carbon Black
Wireshark, Zeek, Security Onion, Darktrace
ELK Stack, Wazuh, Security Onion, OSSEC