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Softnix Security Data Lake
1.
Security Data Lake Leveraging Big Data Platform to build stronger cyber defense Rujirapong Ritwong CEO, Co-founder Softnix Technology
2.
You Canât Protect What You Canât See
3.
IT Security need to Visibility
4.
(source : www.fbi.gov) Unauthorized access to data system Data leakage / loss 72 % (source : www.fbi.gov)
5.
Way to increase your visibility
6.
Definition âą Security Data Lake is Data Lake appearing in the security field. âą Data Lake is a method of storing data within Big Data system âą
Security Data Lake central location where all security data âą Similar Log Management, SIEM
7.
Traditional Security Management âą SIEM are security monitor, log management acted as the data store for security data. âą Technologies used 15 years ago. âą
Relational databases are not well suited for large amounts of data. âą ACID- Fast writes or fast reads, but not both âą Real time correlation (rules) engine run on single machine. âą Not build to let other products reuse. âą Expensive for explaining
8.
How long do you currently store event and log data for SIEM http://go.cyphort.com/rs/181-NTN-682/images/Cyphort-Ponemon-SIEM-Report.pdf Retention data for compliance ISO27001 , PCI-DSS, HIPAA, FISMA, Sarbanes-Oxley (SOX)
9.
Unknown Events Data Credit: Hortonworks
10.
Comparing Security Data Lake to SIEM Security Data Lake is not a replace for SIEM Security Data Lake Objective; ⊠data storage ⊠data processing âŠ
Purpose function of a SIEM covers
11.
Limitation of SIEMs Scalability Openness
12.
Big Data Technology Attempting solutions to the TWO main problems of SIEMs
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Hadoop basic
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2.25x More likely To detect threats Within minutes Time to detect and identify a security incident https://www.cloudera.com/content/dam/www/marketing/resources/analyst-reports/big-data-cybersecurity-analytics- research-report.pdf.landing.html
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Report user demand for cybersecurity analytics on the rise the past 12 months 71% Organizations need to report
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More information: https://www.ponemon.org/local/upload/file/Big_Data_Analytics_in_Cyber_Defense_V12.pdf 82% Big Data Platform + Security Technologies = Stronger Cyber Defense
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Itâs still difficult to deploy Big Data cybersecurity analytics.
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What is stopping Big Data analytics adoption ? https://www.cloudera.com/content/dam/www/marketing/resources/analyst-reports/big-data-cybersecurity-analytics-research-report.pdf.landing.html
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Of organizations say itâs impossible to leverage Big Data analytics with traditional system 72% https://www.cloudera.com/content/dam/www/marketing/resources/analyst-reports/big-data-cybersecurity-analytics-research-report.pdf.landing.html
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But Security Data Lake (Hadoop based) can. 29% 72% 43% increase data volumes more than 100% increase data processing more than 76% increase data access for analytics more than 100% https://www.cloudera.com/content/dam/www/marketing/resources/analyst-reports/big-data-cybersecurity-analytics- research-report.pdf.landing.html
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Top Use Case BIG DATA Analytics
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Use Case Vodafone UKâs new SIEM system relies on Apache Flume and Apache Kafka to ingest nearly 1 million events per second.
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Open Source Big Data for Cybersecurity http://spot.incubator. apache.org
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Apache Spot
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Open Source Big Data for Cybersecurity http://metron.apache .org
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Apache Metron
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Data feed for Security Data Lake Security Technologies Data Non Security Data http://go.cyphort.com/rs/181-NTN-682/images/Cyphort-Ponemon-SIEM-Report.pdf
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100% All organization use Firewall bypass Canât monitor. Itâs Big Data. 100%
100% DNS traffic
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Optimize your SIEM
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Optimize your SIEM Split connection setup
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Security Data lake help optimize SIEM Cost-Effectively Increase Enterprise Visibility Analytics Flexibility SIEM Lock-in Deployment Flexibility
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Our history
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Logger Logger Cloud for MSP Data PlatformAuthenticator Logger for AWS Logger for Azure âBig Data Platform Companyâ Collector Edge Point All-in-one Law Compliance
Security & IT Services Monitoring by ZABBIX Big Data Analytics
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Technology Partner
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Softnix Data Platform Big Data Analytic Platform Any Device Any Platform Dashboard & VisualizeIntegration to Enterprise Analytic System Softnix
Data Platform Big Data Analytic Platform
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Solution of Softnix Data Platform
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Architecture Softnix Data Platform Softnix Data Platform Architecture
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Capability ĂŒSupport machine data with any type ĂŒData extraction to analytic format ĂŒSupport data indexing and aggregation ĂŒFull-text search or specific search ĂŒVisualize data for human understand ĂŒSchedule send report to email
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Our Process Collection of Data Data Enrichment Convert into Structured Analysis of Data Virtualization of Data
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Dashboard System
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Full-Text Search & Specific search Event Detection Data Extraction Visualize data
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Simple Data Visualization
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Data Aggregation
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Use Case: Security Dashboard
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Use Case: Authentication Monitor
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Use Case: DNS Dashboard
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Use Case: Cloud Firewall for MSP
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Multiple dashboard per project
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Contact Us www.softnix.co.th facebook.com/softnixtech twitter.com/softnix medium.com/@softnix info@softnix.co.th
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