Search Results for author: Theophilus A. Benson

Found 2 papers, 1 papers with code

Detecting Anomalous Microflows in IoT Volumetric Attacks via Dynamic Monitoring of MUD Activity

no code implementations11 Apr 2023 Ayyoob Hamza, Hassan Habibi Gharakheili, Theophilus A. Benson, Gustavo Batista, Vijay Sivaraman

(4) We demonstrate how our models scale in environments with a large number of connected IoTs (with datasets collected from a network of IP cameras in our university campus) by considering various training strategies (per device unit versus per device type), and balancing the accuracy of prediction against the cost of models in terms of size and training time.

One-class classifier

Verifying and Monitoring IoTs Network Behavior using MUD Profiles

1 code implementation7 Feb 2019 Ayyoob Hamza, Dinesha Ranathunga, Hassan Habibi Gharakheili, Theophilus A. Benson, Matthew Roughan, Vijay Sivaraman

Our first contribution is to develop a tool that takes the traffic trace of an arbitrary IoT device as input and automatically generates the MUD profile for it.

Networking and Internet Architecture

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