File size: 1,695 Bytes
4bdb808 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | {
"case_id": "easy",
"difficulty": "easy",
"campaign": {
"name": "Summer Electronics Sale",
"duration_days": 14,
"total_budget": 10000,
"conversion_value": 10.0,
"investigation_budget": 10,
"industry_benchmarks": {
"avg_ctr": 0.020,
"avg_cvr": 0.030
}
},
"publishers": {
"pub_001": {
"name": "TechReview Daily",
"is_fraudulent": false,
"fraud_type": null,
"base_traffic_rate": 10000,
"true_ctr": 0.021,
"true_cvr": 0.031,
"cpm_rate": 2.0,
"budget_allocation": 0.5,
"suspicion_reactivity": 1.0,
"fraud_schedule": {},
"fake_ctr": 0.0,
"fake_cvr": 0.0,
"day_factors": [1.0, 1.02, 0.98, 1.01, 1.03, 0.97, 0.95, 1.04, 1.01, 0.99, 1.02, 1.03, 0.98, 1.0],
"noise_factors": [1.01, 0.99, 1.02, 0.98, 1.0, 1.01, 0.99, 1.01, 1.0, 0.99, 1.01, 1.0, 0.99, 1.01]
},
"pub_002": {
"name": "BargainClicks Network",
"is_fraudulent": true,
"fraud_type": "bot_traffic",
"base_traffic_rate": 8000,
"true_ctr": 0.019,
"true_cvr": 0.028,
"cpm_rate": 2.0,
"budget_allocation": 0.5,
"suspicion_reactivity": 0.3,
"fraud_schedule": {
"start_day": 2,
"ramp_days": 2,
"peak_intensity": 3.5
},
"fake_ctr": 0.08,
"fake_cvr": 0.0005,
"day_factors": [1.0, 1.03, 1.08, 1.15, 1.20, 1.22, 1.20, 1.23, 1.25, 1.23, 1.25, 1.23, 1.22, 1.20],
"noise_factors": [1.0, 1.01, 0.99, 1.02, 1.0, 0.98, 1.01, 1.0, 0.99, 1.02, 1.0, 0.98, 1.01, 1.0]
}
},
"ground_truth": {
"fraudulent_publishers": ["pub_002"],
"fraud_types": {
"pub_002": "bot_traffic"
}
}
}
|