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Security Event Triage

Statistical Baselining with SIEM Data Integration

Cristian Pascariu

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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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.

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.

This course is no longer available. Find something similar by browsing:
Data Analysis Cybersecurity Threats Statistical Analysis SIEM Incident Response Security baselining File-less malware

What's inside

Syllabus

Course Overview
Investigating Security Incidents with the Elastic SIEM
Detecting Suspicious Network Traffic
Investigating File-less Malware Attacks
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Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Teaches data analysis and baselining, which are foundational skills for security analysts
Develops skills to detect threats at scale, which is critical in today's threat landscape
Provides insights into advanced cyber threats, enabling learners to anticipate and respond to emerging threats
Covers behavioral analysis and correlation of events, which are essential techniques for threat detection
Assumes prior knowledge of security event management and SIEM tools
Requires access to specific software and tools, which may pose a barrier to some learners

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Reviews summary

Siem data for threat detection

According to prospective learners, this course aims to provide essential skills for security professionals dealing with large-scale security event data. Students would likely appreciate its focus on statistical baselining and SIEM data integration, especially with Elastic SIEM, for efficient threat identification. The curriculum is designed to help learners detect suspicious activity at scale, investigate file-less malware attacks, and correlate events from multiple sources to understand attacker actions. Learners may find the course particularly valuable for its emphasis on practical data analysis techniques for incident response and threat hunting.
Expect practical application of concepts.
"I anticipate practical exercises or labs to reinforce the SIEM concepts."
"I hope there are opportunities to apply statistical baselining techniques to real data examples."
"I prefer courses that offer hands-on work, so I expect to get that from this course's focus."
Covers entire process from detection to correlation.
"I expect to learn how to identify suspicious activity and then pivot to find the root cause."
"The course outlines how to correlate events from multiple sources, which is crucial for incident response."
"I'm keen to understand how to determine attacker actions and impact from event data."
Addresses challenges of log analysis at scale.
"I'm looking forward to understanding how to analyze security data without getting overwhelmed by volume."
"The promise of statistical baselining to efficiently identify threats is exactly what I need for large datasets."
"I expect to learn methods to perform detection and analysis of threats at scale."
Equips learners with hands-on SIEM techniques.
"I anticipate gaining valuable skills in using SIEM for real-world security incident investigation."
"The focus on Elastic SIEM seems highly relevant for current industry practices."
"I expect to learn practical methods for detecting network traffic anomalies and malware."
Might require basic understanding of security concepts.
"I hope it clearly outlines any necessary background in cybersecurity or data analysis to succeed."
"For complete beginners, I imagine some concepts might be challenging without prior exposure to SIEMs."
"I'd recommend reviewing basic networking and security principles before diving in for maximum benefit."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Security Event Triage: Statistical Baselining with SIEM Data Integration with these activities:
Review Networking Concepts
Sharpen your understanding of networking concepts to better apply them to security baselining.
Browse courses on Computer Networking
Show steps
  • Read articles or blog posts on networking concepts
  • Take an online course or tutorial on networking
  • Review your notes from previous networking courses
  • Join an online discussion forum for networking professionals
Show all one activities

Career center

Learners who complete Security Event Triage: Statistical Baselining with SIEM Data Integration will develop knowledge and skills that may be useful to these careers:
Cybersecurity Analyst
Cybersecurity Analysts protect computer networks from unauthorized access. They investigate cyberattacks, gather evidence to prevent future attacks, and create security measures such as firewalls and intrusion detection systems. The ability to analyze large sets of data is a valuable asset to a Cybersecurity Analyst. This course will provide you with this ability, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Cybersecurity Analyst
Incident Responder
Incident Responders investigate and respond to security breaches. They may also develop and implement security measures to prevent future breaches. The ability to analyze large sets of data is a valuable asset to an Incident Responder. This course will provide you with this ability, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Incident Responder
Penetration Tester
Penetration Testers assess the security of computer networks and software applications by simulating attacks. They identify vulnerabilities and recommend measures to fix them. The ability to analyze large sets of data is a valuable asset to a Penetration Tester. This course will provide you with this ability, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Penetration Tester
Data Analyst
Data Analysts analyze data to identify trends and patterns. They use this information to improve business processes and to make better decisions. The ability to analyze large sets of data is a core skill for a Data Analyst. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Data Analyst
Data Scientist
Data Scientists analyze data to identify trends and patterns. They use this information to develop new products and services, and to improve existing ones. The ability to analyze large sets of data is a core skill for a Data Scientist. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Data Scientist
Information Security Analyst
Information Security Analysts plan and carry out security measures to protect an organization’s computer networks and systems. An organization that employs an Information Security Analyst is likely to have more computer data and more cyber threats to manage. As a result, it is crucial for an Information Security Analyst to develop expertise in data analysis. This course will help you develop this expertise and master essential skills expected of an Information Security Analyst.
See salaries and explore the career path for Information Security Analyst
Information Systems Security Manager
Information Systems Security Managers plan and implement security measures to protect an organization’s information systems. They also oversee the organization’s security policies and procedures. The ability to analyze large sets of data can help an Information Systems Security Manager to identify trends and patterns in security events. This information can be used to improve the organization’s security posture and to prevent future attacks. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Information Systems Security Manager
Forensic Computer Analyst
Forensic Computer Analysts use their skills in data analysis and investigation to analyze computer systems and networks. They use this information to investigate computer crimes and to recover lost or stolen data. This course will help you develop these skills, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Forensic Computer Analyst
IT Auditor
IT Auditors evaluate the security of computer systems and networks. They also assess the organization’s compliance with security regulations. The ability to analyze large sets of data can help an IT Auditor to identify vulnerabilities and to assess the organization’s risk exposure. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for IT Auditor
Security Architect
Security Architects design and implement security solutions for computer networks and systems. They also oversee the organization’s security policies and procedures. The ability to analyze large sets of data can help a Security Architect to identify trends and patterns in security events. This information can be used to improve the organization’s security posture and to prevent future attacks. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Security Architect
Security Consultant
Security Consultants provide advice to organizations on how to improve their security posture. They also help organizations to implement security solutions. The ability to analyze large sets of data can help a Security Consultant to identify trends and patterns in security events. This information can be used to make recommendations to clients about how to improve their security. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Security Consultant
Risk Analyst
Risk Analysts assess the risks associated with various business activities. They use this information to develop risk management plans and to make recommendations to senior management. The ability to analyze large sets of data can help a Risk Analyst to identify and quantify risks. This information can be used to make better decisions about how to allocate resources and to mitigate risks. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Risk Analyst
Security Engineer
Security Engineers implement and maintain security systems for computer networks and software applications. This course will help you develop expertise in data analysis. Being able to parse logs and analyze data will make you a more effective Security Engineer.
See salaries and explore the career path for Security Engineer
Database Administrator
Database Administrators manage and maintain databases. They also work on the security of databases. The ability to analyze large sets of data can help a Database Administrator to identify and fix performance issues in databases. This information can be used to improve the performance of databases and to prevent future attacks. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Database Administrator
Software Engineer
Software Engineers design, develop, and test software applications. They may also work on the security of software applications. The ability to analyze large sets of data can help a Software Engineer to identify and fix bugs in software applications. This information can be used to improve the security of software applications and to prevent future attacks. This course will help you develop this skill, and its content and exercises will give you an advantage in securing this role.
See salaries and explore the career path for Software Engineer

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Security Event Triage: Statistical Baselining with SIEM Data Integration.
Cover image
Gray Hat Hacking: The Ethical Hacker's Handbook,...
Save
Provides a comprehensive guide to ethical hacking. It covers everything from reconnaissance and enumeration to exploitation and post-exploitation.
Gray Hat Hacking: The Ethical Hacker's Handbook,...
Paperback
$$
Cover image
The Hacker Playbook 3
Save
Provides a practical guide to penetration testing. It covers everything from planning and scoping a penetration test to executing and reporting on the results.
The Hacker Playbook 3: Practical Guide To...
Paperback
$$
The Hacker Playbook 3: Practical Guide To...
Kindle Edition
$$
Cover image
The Art of Deception
Save
Provides a fascinating look at the human element of security. It covers everything from social engineering to phishing to identity theft.
The Art of Deception: Controlling the Human Element...
Hardcover
$$
The Art of Deception: Controlling the Human Element...
Kindle Edition
$$
Security Engineering and Tobias on Locks Two-Book...
Save
Provides a comprehensive guide to security engineering. It covers everything from risk assessment and threat modeling to security testing and incident response.
Security Engineering and Tobias on Locks Two-Book...
Hardcover
$$$$
Cover image
Data and Goliath
Save
Provides a thought-provoking look at the data privacy and security challenges we face in the digital age.
Data and Goliath: The Hidden Battles to Collect...
Paperback
$$
Data and Goliath: The Hidden Battles to Collect...
Kindle Edition
$
(Deutsch) Data und Goliath - Die Schlacht um die Kontrolle...
Kindle Edition
$$
Cover image
CUCKOO'S EGG
Save
Provides a fascinating account of a real-life computer espionage case. It must-read for anyone interested in the history of cybersecurity.
CUCKOO'S EGG
Kindle Edition
$$
High-Tech Heretic: Reflections of a Computer...
Paperback
$$
Silicon Snake Oil: Second Thoughts on the...
Paperback
$$
(日本語) The Cuckoo's Egg: Tracking a Spy Through the Mazeof...
Tankobon Hardcover
$$

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Course image
Time
91 hours
Level
Intermediate
Via
Pluralsight
Instructor
Cristian Pascariu
Language
English
Security Event Triage: Statistical Baselining with SIEM Data Integration belongs to the following collections:
  1. Continuous Security Monitoring and Detection
  2. Security Event Triage
Traffic lights
Read about what's good
what should give you pause
and possible dealbreakers
Teaches data analysis and baselining, which are foundational skills for security analysts
Develops skills to detect threats at scale, which is critical in today's threat landscape
Provides insights into advanced cyber threats, enabling learners to anticipate and respond to emerging threats
Covers behavioral analysis and correlation of events, which are essential techniques for threat detection
Assumes prior knowledge of security event management and SIEM tools
Requires access to specific software and tools, which may pose a barrier to some learners
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