CONTEX-T fingerprints IoT devices from encrypted traffic by transforming packet-length sequences into time-frequency images and classifying them with vision transformers at over 99% accuracy.
Network Packet Sniffing and Defense,
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CONTEX-T: Contextual Exploitation of Encrypted Traffic for Device Fingerprinting via Transformer Time-Frequency Analysis
CONTEX-T fingerprints IoT devices from encrypted traffic by transforming packet-length sequences into time-frequency images and classifying them with vision transformers at over 99% accuracy.