17 citations · 17 across the 3 of their papers we have counts for
3 papers
XAI2CSI: Interpreting CSI with eXplainable AI for Human Activity Recognition
Idio Guarino, Alfredo Nascita, Domenico Ciuonzo +2
Wi-Fi Channel State Information (CSI) has emerged as a key enabler for device-free Human Activity Recognition (HAR), enabling low-cost, unobtrusive sensing using existing communica…
Mapping the Landscape of Generative AI in Network Monitoring and Management
Giampaolo Bovenzi, Francesco Cerasuolo, Domenico Ciuonzo +5
Generative Artificial Intelligence (GenAI) models such as LLMs, GPTs, and Diffusion Models have recently gained widespread attention from both the research and the industrial commu…
Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification
Idio Guarino, Chao Wang, Alessandro Finamore +2
The popularity of Deep Learning (DL), coupled with network traffic visibility reduction due to the increased adoption of HTTPS, QUIC and DNS-SEC, re-ignited interest towards Traffi…