Javier Izquierdo

Applying JEPA-Style Predictive Learning to JA4-Derived Network Fingerprints

Javier Izquierdo, Aygul Zagidullina

I-JEPA and V-JEPA learn by matching latent predictions to target encoder outputs rather than regenerating the original input, and this has worked well for images and video. We explore whether the same objective works for compact network fingerprints. We built JA4-JEPA, a Transfor…Read more