Challenge Overview

A company’s MLflow server used for managing and deploying machine learning models is suspected to contain critical security flaws. As a security researcher, you investigate the platform and identify a vulnerability in the way it processes serialized models. By crafting a malicious payload using Python pickle deserialization, you are able to exploit this weakness and trigger remote code execution on the server. Leveraging this access, you establish a reverse shell to gain control over the underlying system. From there, you perform further enumeration and navigate the environment to locate sensitive data. Ultimately, your objective is to capture the flag, demonstrating a successful compromise of the ML infrastructure.

What You Will Learn

  • Identifying vulnerabilities in machine learning platforms like MLflow.
  • Exploiting insecure Python pickle deserialization for remote code execution.
  • Crafting and delivering malicious serialized models.
  • Establishing a reverse shell on a compromised system.
  • Post-exploitation techniques to access and extract sensitive data

Program Curriculum

Join over 1 Million professionals from the most renowned Companies in the world!

certificate

Choose the Pro Plan That Fits Your Learning Journey

Invest in your future with flexible Pro subscription plans. Whether you're starting your cybersecurity journey or expanding your expertise, choose the membership duration that works for you and gain access to our complete learning platform.

Monthly Plans
Annual Plans
Save 20% with our annual plans!

Pro

Ideal for continuous learning, offering extensive resources with 900+ courses and diverse Learning Paths to enhance your skills.

$ 599.00
Billed annually or $69.00 billed monthly

What is included

  • Access to 900+ Premium Short Courses
  • 70+ Structured Learning Paths
  • Validation of Completion with All Courses and Learning Paths
  • New Courses Added Every Month
Early Access Offer

Pro +

Experience immersive learning with Practice Labs and CTF Challenges for comprehensive skill-building.

$ 699.00
Billed annually or $79.00 billed monthly

Everything in Pro and

  • 500+ Practice Labs with Guided Instructions
  • 400+ CTF Challenges with Detailed Walkthroughs
  • New Practice Labs and Challenges Added Every Month

Related CTF Challenges

1 of 50