Stateful Anomaly Analysis
Find the Undetected.
Anomaly detection is a critical cornerstone of SIEM analysis. Security faults often manifest as abnormal activity within an infrastructure. By identifying changes in behavior, we move closer to uncovering hidden threats. Fluency combines trend analysis with behavioral monitoring to help detect what might otherwise go unnoticed.
- Behavioral Analysis
- Operations rely on behavioral analysis to detect deviations in user or entity behavior that could indicate a breach. This is crucial for identifying threats that do not follow known patterns or signatures.
- Reducing False Positives
- Reducing false positives is vital for ensuring that security teams can focus on real threats without being overwhelmed by irrelevant alerts. This increases operational efficiency and effectiveness.
- Trend Analysis
- Trend analysis helps in identifying long-term shifts in behavior that might indicate a slow-developing threat. It looks at changes over time, helping to spot gradual deviations that could signify a security issue.
- Adaptability and Learning
- Adaptability through machine learning allows the anomaly detection system to continuously improve and stay relevant as the organization grows and as new types of threats emerge.
- Contextualization of Alerts
- Providing context around detected anomalies helps security teams understand the severity and impact of potential threats, leading to quicker and more informed responses.
- Complementing Signature-Based Detection
- While signature-based systems detect known threats based on predefined rules, anomaly detection can identify novel or unknown threats that don’t match any existing signatures.
History is the key to Anomalies.
Fluency’s adoption of streaming analytics provides a robust, scalable, and efficient solution for anomaly detection, surpassing the capabilities of traditional database-driven SIEMs. Its ability to detect anomalies in real-time, continuously learn and adapt, and operate with reduced overhead makes Fluency an ideal choice for modern security environments. As businesses face increasingly complex threats, the need for a SIEM solution that can keep pace with these challenges has never been greater. Fluency delivers the advanced capabilities required to meet these demands, providing a future-ready platform for proactive security management.
