LearnedFP

Device Identification

The encoder was trained on data collected in October 2025. Your fingerprint is matched against a gallery of 3,897 devices (3,303 training + 593 previously unseen + you). Successful identification demonstrates both temporal stability and generalization beyond the training set.

Identify this device — splits the collected samples 80/20. The 80% builds your prototype, which joins the gallery as the 3,897th device. The remaining 20% queries the gallery via cosine similarity.