File size: 2,978 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 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 | {
"case_id": "medium",
"difficulty": "medium",
"campaign": {
"name": "Holiday Fashion Campaign",
"duration_days": 14,
"total_budget": 15000,
"conversion_value": 10.0,
"investigation_budget": 10,
"industry_benchmarks": {
"avg_ctr": 0.021,
"avg_cvr": 0.028
}
},
"publishers": {
"pub_001": {
"name": "StyleMaven Magazine",
"is_fraudulent": false,
"fraud_type": null,
"base_traffic_rate": 12000,
"true_ctr": 0.022,
"true_cvr": 0.032,
"cpm_rate": 2.5,
"budget_allocation": 0.30,
"suspicion_reactivity": 1.0,
"fraud_schedule": {},
"fake_ctr": 0.0,
"fake_cvr": 0.0,
"day_factors": [1.0, 1.01, 0.99, 1.02, 1.0, 0.97, 0.95, 1.03, 1.01, 0.99, 1.02, 1.0, 0.98, 1.01],
"noise_factors": [1.0, 0.99, 1.01, 1.0, 0.98, 1.02, 1.0, 0.99, 1.01, 1.0, 0.98, 1.01, 1.0, 0.99]
},
"pub_002": {
"name": "FashionForward Hub",
"is_fraudulent": false,
"fraud_type": null,
"base_traffic_rate": 7000,
"true_ctr": 0.019,
"true_cvr": 0.027,
"cpm_rate": 2.0,
"budget_allocation": 0.20,
"suspicion_reactivity": 1.0,
"fraud_schedule": {},
"fake_ctr": 0.0,
"fake_cvr": 0.0,
"day_factors": [1.0, 0.99, 1.01, 1.0, 1.02, 0.96, 0.94, 1.01, 1.0, 0.99, 1.01, 1.02, 0.98, 1.0],
"noise_factors": [1.0, 1.01, 0.99, 1.0, 1.01, 0.99, 1.0, 1.01, 0.99, 1.0, 1.01, 0.99, 1.0, 1.01]
},
"pub_003": {
"name": "LuxeAds Premium",
"is_fraudulent": true,
"fraud_type": "bot_traffic",
"base_traffic_rate": 11000,
"true_ctr": 0.020,
"true_cvr": 0.026,
"cpm_rate": 3.0,
"budget_allocation": 0.25,
"suspicion_reactivity": 0.5,
"fraud_schedule": {
"start_day": 3,
"ramp_days": 2,
"peak_intensity": 2.5
},
"fake_ctr": 0.06,
"fake_cvr": 0.001,
"day_factors": [1.0, 1.01, 1.0, 1.05, 1.10, 1.12, 1.10, 1.13, 1.12, 1.10, 1.12, 1.13, 1.11, 1.10],
"noise_factors": [1.01, 1.0, 0.99, 1.01, 1.0, 0.99, 1.01, 1.0, 0.98, 1.02, 1.0, 0.99, 1.01, 1.0]
},
"pub_004": {
"name": "ClickBoost Pro",
"is_fraudulent": true,
"fraud_type": "click_injection",
"base_traffic_rate": 8000,
"true_ctr": 0.018,
"true_cvr": 0.024,
"cpm_rate": 2.0,
"budget_allocation": 0.25,
"suspicion_reactivity": 0.5,
"fraud_schedule": {
"start_day": 3,
"ramp_days": 3,
"peak_intensity": 2.0
},
"fake_ctr": 0.04,
"fake_cvr": 0.07,
"day_factors": [1.0, 1.0, 1.0, 1.03, 1.06, 1.08, 1.10, 1.08, 1.10, 1.08, 1.10, 1.08, 1.10, 1.08],
"noise_factors": [1.0, 1.01, 0.99, 1.0, 0.98, 1.02, 1.0, 0.99, 1.01, 1.0, 0.99, 1.01, 1.0, 0.99]
}
},
"ground_truth": {
"fraudulent_publishers": ["pub_003", "pub_004"],
"fraud_types": {
"pub_003": "bot_traffic",
"pub_004": "click_injection"
}
}
}
|