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Workshop: Exploiting AI with Ben Bowman

Course Authored by .

Welcome to introduction to exploiting AI with Ben Bowman. In this workshop, we’ll discuss the MITRE attack framework and inherent flaws with AI and security, attack vectors, and how to make sure you know how not to deploy or handle an AI.

Live Training $25 - $150

Course Length: 4 Hours



Next scheduled date: September 12th, 2025 @ 11:00 AM EDT

Description

Welcome to introduction to exploiting AI with Ben Bowman. In this workshop, we’ll discuss the MITRE attack framework and inherent flaws with AI and security, attack vectors, and how to make sure you know how not to deploy or handle an AI.

This class will mostly be the offensive side of things with students getting to practice offensive techniques in a controlled environment as well as learning about tooling that exists to attack AI models. This should help students understand the risks of AI but will not teach any hands on defensive remediations, only discussion of how to potentially harden and remediate security issues.

System Requirements
  • Hardware Requirements
    • Ryzen 5 or i5 CPU with 16 GB of RAM
  • Software Requirements
    • Hypervisor(VMWare/Virtual Box) and Hugging Face.
  • VM/Lab/Student information
    • VMs will be provided to the students.

Syllabus

The Basics

    • What is AI and LLM

    • Deep Dive

    • What Attack Surfaces exist

Attack Vectors

    • Prompt Injection

    • Filter Dumping

    • Containment Breach

    • Data Poisoning

    • Training a spam classifier

    • Training a network traffic classification system

    • Model Inversion Attacks

    • Inferring Information Using a Loan Assessment AI

    • Transfer Model Attack

Preventitive Measures

    • Preventing Prompt Injection

    • Preventing Data Poisoning

    • Preventing Model Inversion Attacks

    • Preventing Transfer Model Attacks

Understanding the real world

    • Entering an Uncontrolled Environment

Tooling

    • PyRit

    • Garak

    • Playgrounds

FAQ

Who should take this workshop/prerequisites
This class is for people trying to learn about inherent risks that come with implementing AI in any facet.

About the Instructor

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Benjamin Bowman
"Hacker | Researcher | Speaker | Bird Enthusiast"
Bio

Ben Bowman joined the cyber security world at 12 years old. Slowly migrating from the wrong side of the field to the right side, perusing a bachelor’s in cyber operations and catching the attention of Black Hills Info Sec after appearing on NPR for hacking AI at Defcon. Follow me on GitHub: https://github.com/her3ticAVI

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Workshop: Exploiting AI with Ben Bowman

Complete Package

Live Training Benjamin Bowman

Virtual

Includes:

Certificate of participation, six months access to class recordings and our appreciation.

Pay Forward What You Can

Live Training Benjamin Bowman

Virtual

Includes:

Certificate of participation, six months access to class recordings and our appreciation.

Pay Forward What You Can

Live Training Benjamin Bowman

Virtual

Includes:

Certificate of participation, six months access to class recordings and our appreciation.

Pay Forward What You Can

Live Training Benjamin Bowman

Virtual

Includes:

Certificate of participation, six months access to class recordings and our appreciation.

Pay Forward What You Can

Live Training Benjamin Bowman

Virtual

Includes:

Certificate of participation, six months access to class recordings and our appreciation.

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$25 - $150
September 12th, 2025 11:00 AM EDT - 4:00 PM EDT

Registration End Date: 10:00 PM, EDT September 11th 2025

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