Mobile Gaming Use Cases/Data ScienceData Scientist

Can we identify clusters of 3+ accounts operating from the same device fingerprint that exhibit coordinated cheating behavior with detection accuracy above 90%?

Detect multi-account cheating rings using device fingerprinting and behavioral clustering to enable coordinated enforcement actions

Metrics & KPIs

Cluster detection rateaccuracycluster size distributioncoordinated behavior scorefalse positive rate

Required Data

Device fingerprintsaccount IDslogin patternsbehavioral similarity scorescheat detection flags

Data Sources

TelemetryData Warehouse

Works with tools like

MixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNASnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

Can we identify clusters of 3+ accounts operating from the same device fingerprint that exhibit coordinated cheating behavior with detection accuracy above 90%?

Bruin connects to your Telemetry, Data Warehouse and runs the analysis automatically.

It tracks Cluster detection rate, accuracy, cluster size distribution and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

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