Research on sybil resistance, on-chain reputation and bot detection — from the team filtering bots for Linea, Somnia and Soneium.
September 20, 2026
A Sybil attack in crypto is when one actor creates many fake wallets to gain outsized influence over a network or farm an airdrop. Learn how it works, how it differs from a 51% attack, documented airdrop cases, and how to prevent it.
September 20, 2026
An on-chain reputation score rates how human and trustworthy a wallet is (0-1000) from its blockchain history. See the signals, ranges, and uses.
September 20, 2026
Bot detection in Web3 filters quest and airdrop farmers using on-chain behavior, wallet clustering, and humanness scoring, not CAPTCHAs or IP blocks.
