- Lab
-
Libraries: If you want this lab, consider one of these libraries.
- Security
Linux Endpoint Security: AI-Assisted Analysis Lab
This hands-on lab provides practical experience using a local LLM to analyse Linux endpoint telemetry, identify potential security anomalies, and validate findings. Learners will then evaluate AI-generated Bash remediation, safely apply approved changes, and verify the results.
Lab Info
Table of Contents
-
Challenge
Extract and sanitize Linux telemetry
Before beginning the analysis, you’ll discover how to collect Linux endpoint telemetry and sanitize it for safe AI ingestion. Practice extracting process information, active network connections, and other endpoint data while identifying and removing sensitive information before sharing it with an AI tool.
-
Challenge
Prompt AI to detect anomalies within syslog, authlog, and journalctl
You’ll explore how to use AI prompts to analyse Linux logs and identify potential security anomalies. Learn how to prepare and provide sanitized syslog, auth.log, and journalctl output to an AI assistant, create effective analysis prompts, and evaluate potential suspicious activity.
-
Challenge
Evaluate and safely apply AI generated bash scripts for threat remediation
After identifying potential anomalies, you’ll evaluate AI-generated Bash scripts and safely apply appropriate remediation actions. Learn how to review AI generated commands for accuracy and potential impact, validate them before execution, and safely apply and verify remediation on a Linux endpoint.
Real skill practice before real-world application
Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.
Learn by doing
Engage hands-on with the tools and technologies you’re learning. You pick the skill, we provide the credentials and environment.
Follow your guide
All labs have detailed instructions and objectives, guiding you through the learning process and ensuring you understand every step.
Turn time into mastery
On average, you retain 75% more of your learning if you take time to practice. Hands-on labs set you up for success to make those skills stick.