{ "provenance": "SYNTHETIC QKD-attack telemetry generated by src/qsh/qml_ids/attacks.py. The eight classes are seven attack types plus normal traffic, a structure taken from Al-Kuwari et al. (arXiv:2509.14282); no number from that paper is reproduced here. It is synthetic because no real corpus with unambiguous commercial terms exists - UNSW-NB15 needs the authors' agreement, and the CIC's institute FAQ and its CICIDS2017 dataset page state conflicting terms. This is the whole held-out quarter of the same seed-42 draw the published model was trained against, so the figure below is the model's own test metric rather than a resample of it.", "input": { "shape": [ 1, 7 ], "dtype": "float32", "preprocessing": [], "layout": "samples[i] is one QKD session's features, in the order below" }, "feature_names": [ "normal", "intercept_resend", "photon_number_splitting", "trojan_horse", "detector_blinding", "wavelength_trojan", "rng_manipulation", "combined" ], "samples": [ [ 0.127244, 0.018372, 0.486368, 0.019727, 0.036193, 1.8e-05, 0.0 ], [ 0.030071, 0.009799, 0.45954, 0.228951, 0.018295, 1.5e-05, 0.0 ], [ 0.13723, 0.051431, 0.45266, 0.094773, 0.175118, 1.8e-05, 0.020597 ], [ 0.034447, 0.0029, 0.49807, 0.058704, 0.190842, 3e-06, 0.0 ], [ 0.016631, 0.003267, 0.478811, 0.042841, 0.218798, 1.4e-05, 0.0 ], [ 0.010306, 0.002929, 0.486196, 0.065376, 0.205352, 6e-06, 0.0 ], [ 0.138896, 0.023597, 0.471026, 0.121974, 0.186693, 1.7e-05, 0.059564 ], [ 0.01811, 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The published comparison is per-class F1: aggregate accuracy is the metric that makes a broken detector look fine (Engelen et al., WTMC 2021)." }, "class_names": [ "normal", "intercept_resend", "photon_number_splitting", "trojan_horse", "detector_blinding", "wavelength_trojan", "rng_manipulation", "combined" ] }