277 citations · 1.4k across the 59 of their papers we have counts for
10 papers · 1 filter
BatteryLab: A Collaborative Platform for Power Monitoring
Matteo Varvello, Kleomenis Katevas, Mihai Plesa +3
Advances in cloud computing have simplified the way that both software development and testing are performed. This is not true for battery testing for which state of the art test-b…
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…
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,…
An Analysis of Home IoT Network Traffic and Behaviour
Yousef Amar, Hamed Haddadi, Richard Mortier +3
Internet-connected devices are increasingly present in our homes, and privacy breaches, data thefts, and security threats are becoming commonplace. In order to avoid these, we must…