Web3 rewards are under siege. Bot farms and Sybil attackers drain quest incentives meant for real users.
SomniaGuard watches every claim in real-time,
scoring risk and flagging threats before damage is done.
Four Layers of Defense
From event streaming to cluster analysis — protection at every level.
Real-time Detection
Catch suspicious activity the instant it happens via Somnia Reactivity push.
Risk Scoring
Multi-factor heuristic analysis scoring every wallet 0-100 across wallet age, velocity, and clusters.
Sybil Cluster Detection
Identifies sequential address patterns that indicate coordinated Sybil farm operations.
On-chain Integration
Smart contracts on Somnia Testnet — QuestRegistry for claims, SybilGuard for flagging.
DEPLOYED CONTRACTS · SOMNIA TESTNET