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What is the Future of SIEM?
1.
www.semplicityinc.com WHAT IS THE
FUTURE OF SIEM? Elastic{ON} Roadshow Atlanta January 22, 2019 Leveraging Elastic to Modernize SIEM & Log Management George Boitano, President 617-524-0171 (direct) gboitano@semplicityinc.com www.semplicityinc.com © Copyright 2019 SEMplicity, Inc.
2.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. What does a legacy SIEM do? 2 SIEM (2006) is a marriage of older SIM and SEM technologies: • SIM stores security log records centrally and enables searching and some analysis; • SEM correlates incoming logs and alerts upon detected security events.
3.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. SIEM/Log Management – Yesterday 3 Compliance Correlation Evidentiary Storage Reporting Alerting Search Operations
4.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. The problem: now everybody wants in! 4 • As the threat landscape expands, more types of log records become relevant to security, from: • Applications; • Databases; • Physical Access Systems; • DNS/Routers/Netflow devices. • Meanwhile, the volume of logs from monitored devices continually expands non-linearly. • Finally, new event detection use cases keep emerging: • Long-range, non-realtime correlation; • Unsupervised machine learning anomaly detection; • Security log analytics. • How can SIEM keep up?
5.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. SIEM/Log Management – Today 5 Big Data! License Enforcement Legacy UE Machine Learning Analytics New Use Cases Tech Lock-In Integration Customers
6.
www.semplicityinc.com © Copyright
2018-2019 SEMplicity, Inc. The SIEM/Log Management Pyramid 6 Log Secure Transport Parsing & Enrichment High Availability Ingestion Evidentiary Log Storage Very Fast Search & Visualizations Correlation & Alerting Analytics & Machine Learning
7.
www.semplicityinc.com © Copyright
2018-2019 SEMplicity, Inc. 10 Commandments of Log Management 7 Log Secure Transport Parsing & Enrichment
8.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. Why Parse Logs? 8 Parsing logs attaches meaning: • Naming fields according to a common schema enables correlation; • Deriving fields like categories, severity and behavior enables analytics; • Only humans can attach meaning to anything…including log records! Parsing is hard…but necessary. Logs Meaning Parsers
9.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. Why Enrich Logs? 9 Log enrichment enables higher level use-cases: • Network information eases prioritization of event response; • Threat intelligence, both public, private and internal, greatly assists in event detection and correlation; • Identity information such as roles and privileges enables user analytics and sensitive user monitoring; • Vulnerability information helps determine root cause and remediation; • Host and user state and history also help determine root cause and assists analysts to build cases. All this enrichment empowers anomaly detection and many other forms of analytics! Logs There’s GOLD in them there logs!
10.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. Why Denormalize? 10 Denormalization avoids joining data between different structures: • Enables much faster and easier searching and analysis; • Costs more in terms of disk space and ingestion; • Log records, which are written once and accessed many times, are best denomalized; • We must always prioritize human time over machine resources…unless you want this guy:
11.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. Elastic! SIEM/Log Management – Tomorrow 11 Compliance Analytics Big Data Correlation Alerting Machine Learning Open Integration Evidentiary Storage ???
12.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. The Old vs. The New 12 Log Secure Transport Parsing & Enrichment
13.
www.semplicityinc.com © Copyright
2019 SEMplicity, Inc. Connecting the Best of Both Worlds 13 Who We Are – SEMplicity is an official, licensed Elastic Managed Services Provider (MSP). – SEMplicity is the largest Micro Focus services provider for ArcSight. – SEMplicity offers a cloud-based or on-prem managed service to store, search, visualize and analyze legacy SIEM logs in Elasticsearch.
14.
www.semplicityinc.com Thank You © Copyright
2019 SEMplicity, Inc. George Boitano, President 617-524-0171 (direct) gboitano@semplicityinc.com www.semplicityinc.com
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