AI Threat Modeling With PLOT4ai: A Holistic Approach to Identifying Risks in AI Systems

June 29, 2024
1:35 PM
Stage 1
Hands-on workshop

About this session

Join this interactive workshop and learn about AI threat modeling using PLOT4ai (https://plot4.ai) and how OWASP Threat Dragon can be used alongside PLOT4ai. Through a hands-on exercise, you'll identify risks during the design phase of an AI system in real-life use cases. Collaborating in groups, you'll apply your newfound knowledge using the card game of PLOT4ai. You'll come away with a solid understanding of AI risks through a holistic approach and recognize the role that threat modeling plays in the AI landscape.

*What's PLOT4ai?*  PLOT4ai, an acronym for Privacy Library of Threats for Artificial Intelligence, is a pioneering threat modeling methodology inspired by LINDDUN and specifically designed to facilitate the creation of Responsible AI systems. This methodology encompasses 86 distinct AI threats, organized into 8 categories: Technique & Processes, Accessibility, Identifiability & Linkability, Unawareness, Non-compliance, Ethics & Human Rights, Safety, and Security, including specialized threats for generative AI and procurement of third-party AI systems.

Speaker

Speakers

Isabel Barberá
AI Advisor, Privacy Engineer & Co-founder, Rhite