- Lab
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Libraries: If you want this lab, consider one of these libraries.
- Security

CVE-2022-33891 Apache Spark: Emulation and Detection
On July 18, 2022, Apache issued a security advisory regarding a recently discovered command injection vulnerability (CVE-2022-33891) in Apache Spark versions 3.0.3 and below, that when exploited allows threat actors to execute arbitrary commands. In this lab, we will learn how to detect, exploit, and mitigate attacks against vulnerable instances of Apache Spark.

Lab Info
Table of Contents
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Challenge
Getting Started in the Lab Environment
Here are the initial instructions and explanation of the lab environment. Read this while your environment is busy creating itself from nothing. Yes, this violates physics; we know. How fun!
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Challenge
Emulating an Attack Against Apache Spark
In this section, we begin with the first challenge: emulating an attack against a vulnerable instance of Apache Spark. The challenge consists of two hands-on exercises, which include initial discovery and exploitation of the vulnerability.
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Challenge
Detecting Attacks Against Apache Spark
Armed with the knowledge of how to exploit the Spark vulnerability, we're ready to proceed with the next challenge: detecting exploitation attempts. The challenge consists of a hands-on exercise, where we leverage Apache's advanced logging and security capabilities to detect real-time attacks.
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Challenge
Preventing Attacks Against Apache Spark
With the knowledge of how to perform and detect attacks against Apache Spark, we are now ready to progress to the next challenge, where we leverage Apache to prevent attacks against vulnerable Spark instances. This challenge consists of a hands-on exercise, whereby the mod-security module will be configured to prevent real-time attacks.
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Challenge
The Last Challenge
Welcome to the final challenge! This is your last chance to experiment in the environment. Clicking Finish Lab will end this little world that flittered into existence just for you.
About the author
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.