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Security Event Triage: Statistical Baselining with SIEM Data Integration

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Duration

1h 31m

level

Intermediate

Course Creator

Cristian Pascariu

Last Updated

06-Feb-20

Category:

Log parsing and analysis does not scale well to large data sets. This course will teach you how to perform data analysis and baselining on large data sets to efficiently identify and address threats.

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As businesses innovate and make ground-breaking developments in the markets they operate within, successes can become reasons for advanced cyber threats to target your organization. In this course, Security Event Triage: Statistical Baselining with SIEM Data Integration, you will gain the ability to perform detection and analysis of threats at scale. First, you will learn which leg events to look for to identify suspicious activity. Next, you will discover how to pivot between indicators to find the root cause of the incident. Finally, you will explore how to correlate events from multiple sources across your estate to identify the actions on objective of the attacker as well as the impact. When you’re finished with this course, you will have the skills and knowledge of data analysis and baselining needed to detect threats at scale.
Author Name: Cristian Pascariu
Author Description:
Cristian took part in auditing and implementation of infosec capabilities to uplift security posture. He managed codification efforts to extract indicators of compromise and created rules in the scope of defending against new emerging threats. He has also developed tools and scripts to overcome security gaps within the corporate network. Cristian has mentored L1 and L2 analysts to increase triage efficiency and combat new threats. He has experience in the field of Application Security and has pr… more

Table of Contents

  • Course Overview
    1min
  • Investigating Security Incidents with the Elastic SIEM
    20mins
  • Detecting Suspicious Network Traffic
    21mins
  • Investigating File-less Malware Attacks
    16mins
  • Performing Behavioral Analysis
    17mins
  • Correlating Related Events
    13mins

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Security Event Triage: Statistical Baselining with SIEM Data Integration
Security Event Triage: Statistical Baselining with SIEM Data Integration
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