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DeepShield API — 7-detector image deepfake detection
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{
"features": [
"local_finetuned",
"clip_unifd",
"dire",
"frequency_domain",
"face_specialist"
],
"coef": [
0.990119,
0.381553,
0.416438,
0.320266,
0.813823
],
"intercept": 0.12062,
"scaler_mean": [
0.550616,
0.790791,
0.5368,
0.551742,
0.408036
],
"scaler_std": [
0.444344,
0.370426,
0.246613,
0.289937,
0.416833
],
"best_C": 0.1,
"loo_auc": 0.9167,
"loo_accuracy": 0.817,
"loo_recall_ai": 0.8182,
"loo_specificity_real": 0.8158,
"n_train": 235,
"trained_on": "v3_eval + classifier_test + mirage_news (NYT/Midjourney)"
}