24 citations · 72 across the 18 of their papers we have counts for
3 papers · 1 filter
The Case for Retraining of ML Models for IoT Device Identification at the Edge
Roman Kolcun, Diana Andreea Popescu, Vadim Safronov +5
Internet-of-Things (IoT) devices are known to be the source of many security problems, and as such they would greatly benefit from automated management. This requires robustly iden…
A Haystack Full of Needles: Scalable Detection of IoT Devices in the Wild
Said Jawad Saidi, Anna Maria Mandalari, Roman Kolcun +5
Consumer Internet of Things (IoT) devices are extremely popular, providing users with rich and diverse functionalities, from voice assistants to home appliances. These functionalit…
Towards Automatic Identification and Blocking of Non-Critical IoT Traffic Destinations
Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi +2
The consumer Internet of Things (IoT) space has experienced a significant rise in popularity in the recent years. From smart speakers, to baby monitors, and smart kettles and TVs,…