Anomaly Detection: Network Anomaly Detection

In this 14-video course learners can explore best practices for anomaly detection for network forensics with topics such as network behavior anomaly detection (NBAD) frequency analysis identifying beaconing activity and recognizing signs of brute force attacks. Also discover protocol and population analysis HTTPS and SSH (Secure Shell) attacks as well as triage methods. Begin with a look at concepts and applications of NBAD then discover how to implement frequency analysis. Learn how to identify beaconing activity and how to recognize the signs of a brute force attack. Next learners examine protocol analysis approaches and techniques and learn about HTTPS attacks deducing the activity of encrypted web traffic. Analyze SSH authentication behavior; take an overview of population analysis; explore techniques used to reveal hidden connections with behavioral analysis; and learn how to differentiate between different NBAD triage methods. In the final tutorials discover methods and techniques for performing network anomaly analysis and the benefits of anomaly detection and examine how network forensics can be used to protect mission critical areas of business.