Search Results for author: Rajarshi Roy Chowdhury

Found 6 papers, 0 papers with code

Communication Traffic Characteristics Reveal an IoT Devices Identity

no code implementations25 Feb 2024 Rajarshi Roy Chowdhury, Debashish Roy, Pg Emeroylariffion Abas

In this paper, a supervised machine learning-based device fingerprinting (DFP) model has been proposed for identifying network-connected IoT devices using only communication traffic characteristics (or implicit identifiers).

A Hypergraph-Based Approach to Recommend Online Resources in a Library

no code implementations2 Dec 2023 Debashish Roy, Rajarshi Roy Chowdhury

This research analyzes a digital library's usage data to recommend items to its users, and it uses different clustering algorithms to design the recommender system.

Clustering Recommendation Systems

Internet of Things: Digital Footprints Carry A Device Identity

no code implementations1 Jan 2023 Rajarshi Roy Chowdhury, Azam Che Idris, Pg Emeroylariffion Abas

In this paper, a device fingerprinting (DFP) model, which is able to distinguish between Internet of Things (IoT) and non-IoT devices, as well as uniquely identify individual devices, has been proposed.

Device identification using optimized digital footprints

no code implementations4 Dec 2022 Rajarshi Roy Chowdhury, Azam Che Idris, Pg Emeroylariffion Abas

In this paper, a device fingerprinting (DFP) method has been proposed for device identification, based on digital footprints, which devices use for communication over a network.

Attribute

Network Traffic Analysis based IoT Device Identification

no code implementations10 Sep 2020 Rajarshi Roy Chowdhury, Sandhya Aneja, Nagender Aneja, Emeroylariffion Abas

DFP identifies a device by using implicit identifiers, such as network traffic (or packets), radio signal, which a device used for its communication over the network.

Genre classification

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