A Theoretical Framework for AI-Driven Predictive Cyber Threat Intelligence

Enhancing Proactive Cyber Defense: A Theoretical Framework for AI-Driven Predictive Cyber Threat Intelligence

In this paper, we propose a novel theoretical framework that integrates Artificial Intelligence with Predictive Cyber Threat Intelligence (PCTI) to enable organizations to detect, predict, and respond to cyber threats proactively — before they cause harm.

Key Highlights:

AI-centric design for threat modeling

Predictive analytics for early warning systems

Structured approach to Proactive Cyber Defense (PCD)

Applicable to national security, critical infrastructure, and enterprise systems

This work aims to spark deeper research in the intersection of cybersecurity, machine learning, and proactive defense architecture.

I welcome thoughts, questions, or collaboration opportunities from fellow researchers and practitioners.

Let’s build a more resilient cyber ecosystem together.