Search Results for author: Roman Kolcun

Found 3 papers, 1 papers with code

Revisiting IoT Device Identification

1 code implementation16 Jul 2021 Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Richard Mortier, Hamed Haddadi

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.

Management

The Case for Retraining of ML Models for IoT Device Identification at the Edge

no code implementations17 Nov 2020 Roman Kolcun, Diana Andreea Popescu, Vadim Safronov, Poonam Yadav, Anna Maria Mandalari, Yiming Xie, Richard Mortier, Hamed Haddadi

We therefore evaluate our approach using hardware resources and data sources representative of those that would be available at the edge of the network, such as in an IoT deployment.

Management

Towards Automatic Identification and Blocking of Non-Critical IoT Traffic Destinations

no code implementations16 Mar 2020 Anna Maria Mandalari, Roman Kolcun, Hamed Haddadi, Daniel J. Dubois, David Choffnes

Our initial results demonstrate that some IoT devices contact destinations that are not critical to their operation, and there is no impact on device functionality if these destinations are blocked.

Networking and Internet Architecture Cryptography and Security

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