Softnix Security Data Lake
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The document discusses using a security data lake built on a big data platform to improve cyber defense visibility and analytics capabilities. It notes that traditional SIEM tools have limitations in scalability and openness that can be addressed using Hadoop and related big data technologies. Examples are given of how security data lakes can optimize SIEM systems by enabling greater data volumes, processing power, and analytics flexibility in a more cost effective and deployment flexible manner. The presentation concludes by describing Softnix's security data lake product and its capabilities for data collection, enrichment, analysis, search, and visualization.
Softnix Security Data Lake
- 6. Definition • Security Data Lake is Data Lake appearing in the security field. • Data Lake is a method of storing data within Big Data system • Security Data Lake central location where all security data • Similar Log Management, SIEM
- 7. Traditional Security Management • SIEM are security monitor, log management acted as the data store for security data. • Technologies used 15 years ago. • Relational databases are not well suited for large amounts of data. • ACID- Fast writes or fast reads, but not both • Real time correlation (rules) engine run on single machine. • Not build to let other products reuse. • Expensive for explaining
- 10. Comparing Security Data Lake to SIEM Security Data Lake is not a replace for SIEM Security Data Lake Objective; ◦ data storage ◦ data processing ◦ Purpose function of a SIEM covers
- 13. Hadoop basic
- 24. Apache Spot
- 26. Apache Metron
- 28. 100% All organization use Firewall bypass Can’t monitor. It’s Big Data. 100% 100% DNS traffic
- 32. Our history
- 33. Logger Logger Cloud for MSP Data PlatformAuthenticator Logger for AWS Logger for Azure “Big Data Platform Company” Collector Edge Point All-in-one Law Compliance Security & IT Services Monitoring by ZABBIX Big Data Analytics
- 36. Softnix Data Platform Big Data Analytic Platform Any Device Any Platform Dashboard & VisualizeIntegration to Enterprise Analytic System Softnix Data Platform Big Data Analytic Platform
- 41. Dashboard System
- 44. Data Aggregation