Analyzing AI Application Threat Models
Abstract The following analysis explores the paradigm and security implications of machine learning integration into application architectures, with emphasis on Large Language Models (LLMs). Machine learning models occupy the positions of assets, controls, and threat actors within the threat model of these platforms, and this paper aims to analyze new threat vectors introduced by this […]
Impersonating Gamers With GPT-2
In this blog post, I’m going to recount the story of my quest to train OpenAI’s large language model, GPT-2, to create a virtual doppelganger of myself and my peers. Machine learning is one of those buzzwords that, sometimes, lives up to its reputation. As an information security professional, my go-to hobby has typically been […]