arXiv cs.LG
· Papers
What's on My Network? Using Large Language Models to Identify Real-World IoT Devices at Scale
arXiv:2510.13817v2 Announce Type: replace Abstract: The growth of IoT devices in shared environments has outpaced our ability to identify them, posing urgent risks to privacy, safety, and accountability. This challenge is especially pronounced in open-world environments, where network traffic metadata is often sparse,