Credits: 10,000
Open Research Initiative · Season 1

Can our AI
tell you're not a bot?

Play real casino games. We watch how you play, not what you win. Your behavioral patterns train the engine that protects real players from automated abuse across ASEAN's gaming networks.

83,241Sessions Analysed
61%Detection Rate
220k+OGS Community
S1Highest Profit

Why we're doing this

Bots drain millions from real players through bonus abuse and rigged RTP farming. We're building the radar that stops them.

What we collect

Mouse patterns, click timing, scroll rhythm. No name, no email, no device ID. Every session is hashed and anonymous.

Earn your place

Top performers earn OGS Alliance recognition and early access to Circuit Vault Challenge's operator tools.

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Season 1 Rankings

1Ace_SG
+8,200
2DragonX
+7,100
3NightOwl
+6,000
4MrWin88
+4,900
5BetMaster
+3,800

What is collected

Your behavioral telemetry — mouse trajectories, click timing intervals, scroll velocity, and tab focus events — is captured every 2 seconds and sent to our detection engine.

SignalCollectedStored
Interaction patternsYesAnonymized
Session timingYesAnonymized
Navigation flowYesAnonymized
IP AddressNoNever
Device IDNoNever

How we use it

Sessions from this challenge contribute to an active research programme studying automated behaviour patterns in gaming environments. The data helps build better protection for real players across the region.

When our engine correctly identifies a bot at a live casino, it prevents bonus abuse and protects real players' winnings. Every session you contribute makes that engine more accurate against sophisticated attacks.

Target Detection Rate
75% Accuracy Goal