sastraadiwiguna-purpleeliteteaming Hyper-Fidelity-SAEHD-Pipeline-Neural-Reconstruct-Elite

This repository contains the Deterministic Pipeline for high-fidelity facial reconstruction through Generative Adversarial Networks (GANs). Unlike standard consumer-grade face-swapping, this framework is optimized for Reverse Engineering Resistant outputs. It utilizes a custom Sinusoidal AutoEncoder High Definition (SAEHD) architecture to achieve temporal consistency and skin-tone accuracy with a Delta-E variance of < 2.0. The core mission of this pipeline is to provide a holistic environment for Red Teaming (vulnerability assessment of biometric systems) and Blue Teaming (developing robust deepfake detection countermeasures).