Deconstructing Sybil Detection in Retroactive Incentive Distributions

Author: Alamin Reza | Published: 2024-04-18 | Category: Airdrop Research

An analytical inspection of how tier-1 protocols utilize graph clustering, funding tree heuristics, and time-series entropy to filter out automated farm bots.

Methodology

Analyzed post-mortem reports and open-source sybil repositories from major foundations (Arbitrum, Hop Protocol, LayerZero), mapping common pattern thresholds and false-positive boundaries.

Disclaimer

This research paper is published strictly for educational and technical analysis purposes. It does not constitute investment, financial, or trading advice. Airdrop eligibility is never guaranteed, and participating in blockchain networks involves risk.