In the labyrinth of our professional lives, the roles we assume can often feel overwhelming. Balancing strategy, execution, and inspiration requires a delicate dance of various skills and mindsets. To navigate this complexity, I have compartmentalized my work into three distinct personas: The Wizard, The Warrior, and The Poet. Each persona plays a vital role in the tapestry of my professional endeavors, allowing me to approach challenges with clarity, purpose, and creativity.

The Wizard: Master of Strategy and Vision

The journey begins with The Wizard, a figure of wisdom and foresight. When I don the robe of The Wizard, I immerse myself in the realm of strategy and planning. The Wizard's primary concern is to devise the best possible strategy, envisioning the grand scheme in its entirety. This persona thrives on considering every facet of a plan, ensuring that all systems and stakeholders are accounted for.

Abstract

Cybersecurity analysis leading to deterrence of cybercrime requires processing thousands to billions of digital signals per second. Those signals must be accurately comprehended, forensically preserved then used to detect and investigate potential cybercrime. The work products must not only assist the investigators but must be translated into language that non-technical lay audiences including judges, lawyers and jurors can understand.

This presentation explores how generative artificial intelligence (GenAI), natural language processing (NLP), graph-theory and artificial narrow intelligence (ANI) can play a role in delivering these outcomes.

The session includes demonstrations of opensource toolkits, datasets and models designed to assist in this work.

Talk given at Techno Security & Digital Forensics Conference 2024 .

Abstract:

Abstract

While believability of an AI (Turing test) is important in many applications, the need for forensic truth is paramount in cybersecurity application. In this session, we will evaluate methods for training and tuning models that meet requirements of evidence handling, business analysis and legal and martial response.

Abstract

On December 12, 2023 in San Jose at the Linux Foundations, AI.dev & Cassandra Summit, I delivered this presentation. The deck and recording is included below.