| { |
| "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" |
| } |
| } |
| } |
|
|
