AI & ML Security

Generative AI as a Cyber Threat: Risk Assessment Framework for Enterprises

Dr. A. Chan, Dr. B. Lam, Prof. C. Wong · 2026

Abstract

We propose a novel risk assessment framework specifically designed to evaluate generative AI-enabled cyber threats, incorporating threat modelling, impact scoring and organisational readiness assessment across 12 enterprise categories.

Abstract

We propose a novel risk assessment framework specifically designed to evaluate generative AI-enabled cyber threats, incorporating threat modelling, impact scoring and organisational readiness assessment across 12 enterprise categories.

Introduction

This research paper was produced by the HKISG Research Committee. Full methodology, data analysis and findings are available to HKISG members.