3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.NI2026★ 3 cited
netFound: Principled Design for Network Foundation Models
Sylee Beltiukov, Satyandra Guthula, Haarika Manda +5
Network foundation models promise reusable representations for diverse traffic analysis tasks, but recent diagnostic works have revealed fundamental problems: models exploit datase…
cs.LG2025
Demystifying Network Foundation Models
Sylee Beltiukov, Satyandra Guthula, Wenbo Guo +2
This work presents a systematic investigation into the latent knowledge encoded within Network Foundation Models (NFMs) that focuses on hidden representations analysis rather than…