17 citations · 27 across the 5 of their papers we have counts for
6 papers
Revisiting IoT Device Identification
Roman Kolcun, Diana Andreea Popescu, Vadim Safronov +4
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 ide…
Blocking without Breaking: Identification and Mitigation of Non-Essential IoT Traffic
Anna Maria Mandalari, Daniel J. Dubois, Roman Kolcun +3
Despite the prevalence of Internet of Things (IoT) devices, there is little information about the purpose and risks of the Internet traffic these devices generate, and consumers ha…
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…
Contact-Aware Opportunistic Data Forwarding in Disconnected LoRaWAN Mobile Networks
Po-Yu Chen, Laksh Bhatia, Roman Kolcun +2
LoRaWAN is one of the leading Low Power Wide Area Network (LPWAN) architectures. It was originally designed for systems consisting of static sensor or Internet of Things (IoT) devi…
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,…