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Reverse Engineering AI Systems & LLMs for National Security Essentials
"Reverse Engineering AI Systems & LLMs for National Security Essentials" equips cybersecurity professionals to analyze and deconstruct large language models and AI systems used by adversaries. Participants gain insights into identifying vulnerabilities, extracting training data, and tracing model behaviors. The course stresses responsible reverse engineering practices for defense and counterintelligence missions, with cybersecurity frameworks to prevent backdoor insertion or misuse during analysis.
Course Overview
None
Learning Objectives
- Understand the principles of reverse engineering AI systems and LLMs.
- Analyze the methodologies for understanding the inner workings of AI.
- Evaluate the security implications of AI reverse engineering for national security.
- Identify potential vulnerabilities that can be uncovered through reverse engineering.
- Learn how reverse engineering can be used by adversaries to understand and potentially exploit AI systems.
Framework Connections
The materials within this course focus on the NICE Framework Task, Knowledge, and Skill statements identified within the indicated NICE Framework component(s):
Competency Areas
Feedback
If you would like to provide feedback on this course, please e-mail the NICCS team at NICCS@mail.cisa.dhs.gov. Please keep in mind that NICCS does not own this course or accept payment for course entry. If you have questions related to the details of this course, such as cost, prerequisites, how to register, etc., please contact the course training provider directly. You can find course training provider contact information by following the link that says “Visit course page for more information...” on this page.