AI Application Threat Modeling Service Overview

This document is a service brief detailing Optiv's AI Threat Modeling service aimed at enhancing the security of AI applications. It outlines the critical need for security measures in the rapidly evolving digital landscape, particularly as organizations integrate Generative AI technologies. The service focuses on identifying and mitigating unique risks such as prompt injection, model inversion, and data poisoning by embedding security into the design phase of AI applications. The approach utilizes advanced frameworks like STRIDE and MAESTRO to conduct thorough analyses of AI pipelines, ensuring that all components are fortified against various threats. Additionally, the brief describes how Optiv collaborates with organizations to develop tailored threat models for their AI applications, aligning these models with established frameworks like the NIST AI RMF. This structured methodology aims to provide organizations with the necessary clarity and technical guidance to manage risks effectively and maintain compliance while fostering innovation.