LSTM models can identify IoT device types from packet sizes and timing with 81-99% accuracy even when traffic is merged by NAT or VPN.
SmartThings Motion Sensor (2015 model)
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Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks
LSTM models can identify IoT device types from packet sizes and timing with 81-99% accuracy even when traffic is merged by NAT or VPN.