Splunk for Enterprise Security Featuring User Behavior Analytics
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The document provides an overview of Splunk's enterprise security and user behavior analytics capabilities presented at the SplunkLive Kansas City 2016 event. It highlights the importance of utilizing machine data for detecting threats, monitoring compliance, and enhancing security operations, with a focus on automated detection and analysis of cyber threats. The presentation also covers updates on Splunk's solutions and the integration of various analytics-driven tools for improved incident response and threat detection.
Splunk for Enterprise Security Featuring User Behavior Analytics
- 1. Copyright © 2016 Splunk Inc. Enterprise Security & UBA Overview SplunkLive Kansas City 2016 Daniel Charboneau
- 2. 2 2 > Daniel Charboneau [email protected] • 2 years at Splunk • Majors Account SE • 15+ years in IT and security whoami
- 3. 3 LEGAL NOTICES During the course of this presentation, we may make forward-looking statements regarding future events or the expected performance of the company. We caution you that such statements reflect our current expectations and estimates based on factors currently known to us and that actual events or results could differ materially. For important factors that may cause actual results to differ from those contained in our forward-looking statements, please review our filings with the SEC. The forward- looking statements made in this presentation are being made as of the time and date of its live presentation. If reviewed after its live presentation, this presentation may not contain current or accurate information. We do not assume any obligation to update any forward-looking statements we may make. In addition, any information about our roadmap outlines our general product direction and is subject to change at any time without notice. It is for informational purposes only and shall not be incorporated into any contract or other commitment. Splunk undertakes no obligation either to develop the features or functionality described or to include any such feature or functionality in a future release.
- 4. 4 Agenda Splunk Portfolio Update Enterprise Security 4.1 User Behavior Analytics 2.2
- 5. Machine data contains a definitive record of all interactions Splunk is a very effective platform to collect, store, and analyze all of that data Human Machine Machine Machine
- 6. 6 App Servers Network Threat Intelligence Firewall Web Proxy Internal Network Security Endpoints Splunk as the Security Nerve Center Identity
- 7. 7 Splunk Solutions > Easy to Adopt VMware Platform for Machine Data Exchange PCISecurity Across Data Sources, Use Cases & Consumption Models IT Svc Int Splunk Premium Solutions Rich Ecosystem of Apps ITSI UBA UBA Mainframe Data Relational Databases MobileForwarders Syslog/TCP IoT Devices Network Wire Data Hadoop & NoSQL
- 8. What is Splunk ES?
- 9. Platform for Machine Data Splunk Enterprise Security Advancing analytics-driven security Security and Compliance Reporting Monitor and Detect Investigate Threats and Incidents Analyze and Optimize Response
- 10. 10 Open Solutions Framework Supports critical security related management framework features 10 Enterprise Security Framework • Notable Events Framework • Thereat Intelligence Framework • Risk Scoring Framework • Identity & Asset Framework Customer Apps APPs / Content Partner Apps APPs / Content Splunk Apps APPs / Content • Export • Import • Share • Summarization Framework • Alerting & Scheduling • Visualization Framework • Application Framework External Instance
- 11. More Honors – March 2016 ● Best SIEM Solution
- 12. What is Splunk UBA?
- 13. 15 FAMILIAR WITH THESE BREACHES? January 2015 February 2015 February 2015 Morgan Stanley 730K PII Records Anthem Insurance 80M Patient Records Office of Personal Management 22M PII Records July 2015 Pentagon Unclassified Email System 4K PII Records
- 14. 16 WHAT IS THE COMPROMISED / MISUSED CREDENTIALS OR DEVICES LACK OF RESOURCES (SECURITY EXPERTISE) LACK OF ALERT PRIORITIZATION & EXCESSIVE FALSE POSITIVES PROBLEM?
- 15. Splunk User Behavioral Analytics Automated Detection of INSIDER THREATS AND CYBER ATTACKS Platform for Machine Data Behavior Baselining & Modelling Unsupervised Machine Learning Real-Time & Big Data Architecture Threat & Anomaly Detection Security Analytics
- 16. A Few CUSTOMER FINDINGS Malicious Domain Beaconing Activity Malware: Asprox Webshell Activity Pass The Hash Attack Suspicious Privileged Account activity Exploit Kit: Fiesta Lateral Movement Unusual Geo Location Privileged Account Abuse Access Violations IP Theft RETAIL HI-TECH MANUFACTURING FINANCIAL
- 17. 19 WHAT CUSTOMERS HAVE TO SAY ABOUT SPLUNK UBA Splunk UBA is unique in its data-science driven approach to automatically finding hidden threats rather than the traditional rules-based approaches that doesn’t scale. We are pleased with the efficacy and efficiency of this solution as it makes the life of our SOC analysts’ way better. Mark Grimse, VP IT Security, Rambus A layered defense architecture is necessary to combat modern-day threats such as cyberattacks and insider threats, and it’s crucial to use a data science driven approach in order to find unknown patterns. I found Splunk UBA to be one of the most advanced technologies within the behavioral analytics space. Randolph Barr, CSO, Saba
- 18. 20 What’s THE LATEST? 20 UBA Results Across SIEM Workflow Rapid Investigation of Advanced Threats Enhanced Insider Threat & Cyber Attack Detection ES 4.1 + UBA 2.2 ES 4.1 UBA 2.2
- 19. Splunk UBA and Splunk ES Integration SIEM, Hadoop Firewall, AD, DLP AWS, VM, Cloud, Mobile End-point, App, DB logs Netflow, PCAP Threat Feeds DATA SOURCES DATA SCIENCE DRIVEN THREAT DETECTION 99.99% EVENT REDUCTION UBA MACHINE LEARNING IN SIEM WORKFLOW ANOMALY-BASED CORRELATION 101111101010010001000001 111011111011101111101010 010001000001111011111011
- 20. What’s new in Splunk Enterprise Security 4.1 ?
- 21. 23 Behavioral Analytics in SIEM Workflow • All Splunk UBA results available in Enterprise Security • Workflows for SOC Manager, SOC analyst and Hunter/Investigator • Splunk UBA can be purchased/operated separately from Splunk Enterprise Security 23 ES 4.1 and UBA 2.2
- 22. 24 Prioritize and Speed Investigations Centralized incident review combining risk and quick search Use the new risk scores and quick searches to determine the impact of an incident quickly Use risk scores to generate actionable alerts to respond on matters that require immediate attention. ES 4.1
- 23. 25 Expanded Threat Intelligence ES 4.1 Supports Facebook ThreatExchange An additional threat intelligence feed that provides following threat indicators - domain names, IPs and hashes Use with ad hoc searches and investigations Extends Splunk’s Threat Intelligence Framework
- 24. What’s New in UBA 2.2
- 25. 27 Enhanced Insider Threat and Cyber Attack Detection DETETION Threat Detection Framework • Custom threat modeling with anomalies Expanded Attack Coverage • Data access and physical data loss New Viewpoint • Precision, prioritization and correlation of alerts with anomalies UBA 2.2
- 26. 28 Create custom threats using 60+ anomalies. Create custom threat scenarios on top of anomalies detected by machine learning. Helps with real-time threat detection and leverage to detect threats on historical data. Analysts can create many combinations and permutations of threat detection scenarios along with automated threat detection. Detection : Custom Threat Modeling Framework UBA 2.2
- 27. 29 Detection : Enhanced Security Analytics Visibility and baseline metrics around user, device, application and protocol 30+ new metrics USER CENTRIC DEVICE CENTRIC APPLICATION CENTRIC PROTOCOL CENTRIC Detailed Visibility, Understand Normal Behavior UBA 2.2
- 28. 30 Context Enrichment Citrix NetScaler (AppFlow) FireEye Email (EX) Symantec DLP Bit9/Carbon Black Digital Guardian And many more…. Improved Precision and Prioritization of Threats Risk Percentile & Dynamic Peer Groups Support for Additional 3rd Party Devices UBA 2.2
- 29. ES & UBA Demo
- 30. 32 SEPT 26-29, 2016 WALT DISNEY WORLD, ORLANDO SWAN AND DOLPHIN RESORTS • 5000+ IT & Business Professionals • 3 days of technical content • 165+ sessions • 80+ Customer Speakers • 35+ Apps in Splunk Apps Showcase • 75+ Technology Partners • 1:1 networking: Ask The Experts and Security Experts, Birds of a Feather and Chalk Talks • NEW hands-on labs! • Expanded show floor, Dashboards Control Room & Clinic, and MORE! The 7th Annual Splunk Worldwide Users’ Conference PLUS Splunk University • Three days: Sept 24-26, 2016 • Get Splunk Certified for FREE! • Get CPE credits for CISSP, CAP, SSCP • Save thousands on Splunk education!
- 31. Thank You!
Editor's Notes
- #6: Splunk excels at creating a data fabric Machine data: Anything with a timestamp, regardless of incoming format. Throw it all in there! Collect it. Store it in one place. Make it accessible for search/analytics/reporting/alerting. DETECTION NOT PREVENTION! ASSUME BREACH! So we need a place we can go to DETECT attacks. DETECT breaches. DETECT the “weird.” So if you had a place to see “everything” that happened… ….what would that mean for your SOC and IR teams?
- #7: We see Splunk as your security nerve center. Security organizations are moving towards putting Splunk at the center of everything. . There’s literally nothing in your environment today when it comes to data that Splunk cannot either ingest or leverage. Just a few of those categories are shown here – some of them are quite typical, like your proxy and firewall data. Others less so – your internal badge readers and cameras, for example. Or the ability to correlate all of your data artifacts with IOCs from your threat intelligence sources. All in one place, all at scale, all in real time. That doesn’t mean that Splunk is always the first place that people go – sometimes Splunk may be feeding another tool, like a traditional SIEM. But Splunk always ends up being the place to see “all of the detail” and the place where customers can mash up the data between many disparate sources.
- #8: The Splunk platform consists of multiple products and deployment models to fit your needs. Splunk Enterprise – for on-premise deployment Splunk Cloud – Fully managed service with 100% SLA and all the capabilities of Splunk Enterprise…in the Cloud Splunk Light – log search and analytics for small IT environments Hunk – for analytics on data in Hadoop The products can pull in data from virtually any source to support multiple use cases. Splunk Apps extend and simplify deployments by providing pre-packaged content designed for specific use cases and data types.
- #11: So our vision was to create flexible, yet powerful. Of course open frameworks where we can nurture and embrace our overall eco-system which includes, customer, resellers, technology partners and even students who wants to develop cools features, rules, intelligent feeds etc. on top of ES. the community can easily share the knowledge or provide a mechanism to accelerate the innovation trends. Customers, vendors and third parties can create and extend the functionality of ES, and run the contents within the ES framework. The content can be imported and exported. Developers can share new apps and modules internally, / or distribute them to the Splunk community on splunkbase Content packs have access to ES specific functionality, / including notable events, the risk framework, and the identity framework.
- #12: Let’s talk about “What’s new in Enterprise Security 4.0” First Pillar is investigation : It’s a major release because the design is to Optimized multi-step analyses, specifically for breach analysis. In order for us to accomplish the goal, we are introducing Investigator Journal which is a feature that tracks analyst’s action Attack & Investigation timeline that puts analysis events and notes in timeline to address our plan toward managing kill chain concept. Second pillar is Collaboration : We understand that security is coordination of people and expertise which involves team efforts. So, we believed that it is important to introduce, ES as Open Solutions Framework where analysts and communities can share knowledge objects or ES specific extended features. As an example, PCI app is re written on top of ES open Solutions Framework, PCI conveniently reuses features in ES, like notable events framework, threat intelligence framework, asset and identity framework.. Etc..
- #13: UBA is an entirely new, separate product that applies unsupervised machine learning and data science to the behaviors of users, devices, applications, etc within the environment. It has 31 different models that it applies to incoming event data, within which anomalies are tracked and threats are surfaced. You’ll hear a whole lot more about UBA later, but in ES 4.0 we ship out of the box bidirectional integration. Threats from UBA show up as notable events in ES and can be interacted with. And these threats in turn can be analyzed in UBA to see all of the related anomalies.
- #24: Operational issues and challenges. Use dashboards, alert (correlation), correlate against observables Use them for adhoc searching and swimlanes
- #25: a. Continuation of integration….enabled in depth investigation bring UBA anomaly as sourcetype. Significant because all field in ES is available b. Describe the solution. Value of ES, Notable Events…IR. Add context C. Increasing Threat Intel... Mention leadership and WP. Coverage.
- #26: a. Continuation of integration….enabled in depth investigation bring UBA anomaly as sourcetype. Significant because all field in ES is available b. Describe the solution. Value of ES, Notable Events…IR. Add context C. Increasing Threat Intel... Mention leadership and WP. Coverage.
- #28: Highlights… Custom threat modelling Data access Easier Leadership, innovation
- #29: Remind what UBA Highlight the pics on right…custom threat Point out the fact that we now have Rules now with ML. Competitors have rules with Stats
- #33: We’re headed to the East Coast! 2 inspired Keynotes – General Session and Security Keynote + Super Sessions with Splunk Leadership in Cloud, IT Ops, Security and Business Analytics! 165+ Breakout sessions addressing all areas and levels of Operational Intelligence – IT, Business Analytics, Mobile, Cloud, IoT, Security…and MORE! 30+ hours of invaluable networking time with industry thought leaders, technologists, and other Splunk Ninjas and Champions waiting to share their business wins with you! Join the 50%+ of Fortune 100 companies who attended .conf2015 to get hands on with Splunk. You’ll be surrounded by thousands of other like-minded individuals who are ready to share exciting and cutting edge use cases and best practices. You can also deep dive on all things Splunk products together with your favorite Splunkers. Head back to your company with both practical and inspired new uses for Splunk, ready to unlock the unimaginable power of your data! Arrive in Orlando a Splunk user, leave Orlando a Splunk Ninja! REGISTRATION OPENS IN MARCH 2016 – STAY TUNED FOR NEWS ON OUR BEST REGISTRATION RATES – COMING SOON!