LSTM based IoT Device Identification. (arXiv:2304.13905v1 [cs.CR])

While the use of the Internet of Things is becoming more and more popular,
many security vulnerabilities are emerging with the large number of devices
being introduced to the market. In this environment, IoT device identification
methods provide a preventive security measure as an important factor in
identifying these devices and detecting the vulnerabilities they suffer from.
In this study, we present a method that identifies devices in the Aalto dataset
using Long short-term memory (LSTM)

device devices emerging environment factor identification important internet internet of things iot iot device large market measure memory popular security study things vulnerabilities