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Successful Fraud Detection in Real-Time MMORPG Games

¬ę Current 2022

By centralizing the logs that occur in actual game specially MMORPG game, and by detecting and operation anomalies through about more than 300 patterns through KsqlDB, and sharing the know-how gained with game operation, Logging is implemented as a service for behavioral data that was provided in batches in past. Proposal of pre-detection modeling for possible anomalies.

  1. Fraud detection - 5 types KsqlDB sample
  • Bonus Abuse
  • Multiple Account Usage
  • Account takeover
  • Chargeback Fraud
  • Affiliate Fraud
  1. What is the pre-considering to data modeling
  2. Lesson and Learn

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