Upload 47 files
Browse files- advanced_qr_cnn_model.h5 +3 -0
- advanced_qr_metadata.json +8 -0
- advanced_qr_ml_model.pkl +3 -0
- ap3x_feature_scaler.pkl +3 -0
- ap3x_feature_scaler_fixed.pkl +3 -0
- ap3x_metadata.json +15 -0
- ap3x_metadata_fixed.json +16 -0
- ap3x_qr_ensemble_model.pkl +3 -0
- ap3x_qr_ensemble_model_fixed.pkl +3 -0
- app_fraud_model.pkl +3 -0
- bec_fraud_model.pkl +3 -0
- bec_vectorizer.pkl +3 -0
- deepfake_fraud_model.pkl +3 -0
- employment_fraud_model.pkl +3 -0
- employment_vectorizer.pkl +3 -0
- enhanced_bec_fraud_model.pkl +3 -0
- enhanced_bec_vectorizer.pkl +3 -0
- enhanced_deepfake_fraud_model.pkl +3 -0
- enhanced_deepfake_model_no_opencv_75_features.pkl +3 -0
- enhanced_deepfake_no_opencv_metadata.json +20 -0
- enhanced_qr_fraud_model.pkl +3 -0
- enhanced_qr_fraud_model_50_features.pkl +3 -0
- enhanced_qr_fraud_model_74_features_fixed.pkl +3 -0
- fraud_model_credit_card.pkl +3 -0
- fraud_model_ecommerce.pkl +3 -0
- fraud_model_ieee_cis.pkl +3 -0
- fraud_model_sparkov.pkl +3 -0
- hybrid_qr_ensemble.json +1 -0
- imputer_credit.pkl +3 -0
- imputer_ecommerce.pkl +3 -0
- imputer_ieee.pkl +3 -0
- imputer_sparkov.pkl +3 -0
- investment_fraud_model.pkl +3 -0
- label_encoders_ecommerce.pkl +3 -0
- label_encoders_ieee.pkl +3 -0
- label_encoders_sparkov.pkl +3 -0
- phishing_fraud_model.pkl +3 -0
- qr_feature_scaler.pkl +3 -0
- qr_fraud_model.pkl +3 -0
- scaler_credit.pkl +3 -0
- scaler_ecommerce.pkl +3 -0
- scaler_ieee.pkl +3 -0
- scaler_sparkov.pkl +3 -0
- social_engineering_fraud_model.pkl +3 -0
- social_engineering_vectorizer.pkl +3 -0
- synthetic_identity_fraud_model.pkl +3 -0
- synthetic_identity_fraud_model_300k.pkl +3 -0
advanced_qr_cnn_model.h5
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advanced_qr_metadata.json
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{
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"model_type": "Advanced Hybrid QR Fraud Detection",
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"features": 125,
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"ml_accuracy": 0.7862862862862863,
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"hybrid_auc": 0.8868172950419692,
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advanced_qr_ml_model.pkl
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ap3x_feature_scaler.pkl
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ap3x_feature_scaler_fixed.pkl
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ap3x_metadata.json
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{
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"system_name": "AP3X-Inspired QR Detection",
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"approach": "Johns Hopkins 4-Model Ensemble",
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"features": 50,
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"unusual_pattern_features": 20,
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"standard_features": 30,
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"ensemble_accuracy": 0.7762762762762763,
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"ensemble_auc": 0.8457490353177415,
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"individual_accuracies": {
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ap3x_metadata_fixed.json
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{
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"system_name": "AP3X-Inspired QR Detection",
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"approach": "Johns Hopkins 4-Model Ensemble",
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"features": 50,
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"unusual_pattern_features": 20,
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"standard_features": 30,
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"target_achieved": false
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}
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ap3x_qr_ensemble_model.pkl
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ap3x_qr_ensemble_model_fixed.pkl
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app_fraud_model.pkl
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bec_fraud_model.pkl
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bec_vectorizer.pkl
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deepfake_fraud_model.pkl
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employment_fraud_model.pkl
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employment_vectorizer.pkl
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enhanced_bec_fraud_model.pkl
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enhanced_bec_vectorizer.pkl
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enhanced_deepfake_fraud_model.pkl
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enhanced_deepfake_model_no_opencv_75_features.pkl
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enhanced_deepfake_no_opencv_metadata.json
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enhanced_qr_fraud_model.pkl
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enhanced_qr_fraud_model_50_features.pkl
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enhanced_qr_fraud_model_74_features_fixed.pkl
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fraud_model_credit_card.pkl
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fraud_model_ecommerce.pkl
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fraud_model_ieee_cis.pkl
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fraud_model_sparkov.pkl
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hybrid_qr_ensemble.json
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imputer_credit.pkl
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imputer_ecommerce.pkl
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imputer_ieee.pkl
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investment_fraud_model.pkl
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label_encoders_ecommerce.pkl
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label_encoders_ieee.pkl
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label_encoders_sparkov.pkl
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phishing_fraud_model.pkl
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qr_feature_scaler.pkl
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qr_fraud_model.pkl
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scaler_credit.pkl
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scaler_ecommerce.pkl
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scaler_ieee.pkl
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scaler_sparkov.pkl
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social_engineering_fraud_model.pkl
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version https://git-lfs.github.com/spec/v1
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social_engineering_vectorizer.pkl
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synthetic_identity_fraud_model.pkl
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synthetic_identity_fraud_model_300k.pkl
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