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Alberto-00 / Thesis-IoT_Cloud_based

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This thesis presents a performance assessment of a Siamese Neural Network (SNN)-based IDS deployed on tiny Microcontroller Unit (MCU). To evaluate the SNN’s ability to learn similarity metrics for detecting anomalous traffic patterns indicative of IoT-edge attacks, a realistic IoT dataset has been produced.

iot arduino esp8266 machine-learning esp32 cnn cybersecurity ids mcu classifiers cloud-iot siamese-neural-network tensorflow-lite
  • Updated Dec 23, 2024
  • C++

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