10 · Intelligence & Data

Big Data Analytics for Cybersecurity

Hadoop, Kafka, ELK and Splunk for petabyte-scale threat detection, UEBA and anomaly analytics.

• Hadoop & Kafka
• UEBA
• Anomaly detection

Programme outline

1. Big Data in cybersecurity: the four Vs
2. Collection, preprocessing and storage architectures
3. Descriptive, predictive and prescriptive analytics for threat detection
4. Anomaly detection and UEBA
5. Hadoop, Kafka, ELK and Splunk platforms
6. Implementation challenges, privacy and ROI