Project Volkner: Integrating Transformer Modeling into Pentesting
Automation 🤖
Today marked a significant milestone: the foundational transformer models are complete. I am now in the process of bridging the Sabrina pentesting AI agent with this new transformer modeling system.
This integration will enhance Sabrina's core Bootstrapping logic (augmented decision trees), which currently governs how she navigates the vulnerability database and determines precise payload injection points. The goal is to dramatically improve her decision-making and adaptability when interacting with diverse web architectures.
A key challenge has been resource management. Volkner, our dedicated hardware management system, drives the modeling process and optimizes GPU/system usage. By offloading resource allocation and performance tuning to Volkner—an AI learning system itself—we achieved stable utilization and bypassed the need for manual graphics card argument tuning. We're seeing excellent stability where the calculated VRAM requirements are consistently managed below capacity.
Volkner will be made plublic when im done with his systems.
#AI #CyberSecurity #PenetrationTesting #MLOps #TransformerModels