Securing Forms against Sybil Attacks

Public form endpoints are prime targets for Sybil attacks, where malicious actors submit millions of fake signups to clog databases.

Honeypot Traps and Rate Limiting

Rinnode blocks these attacks using hidden inputs (honeypots), rate-limiting submission sources by IP, and running payload consistency checks using machine learning models before storing submissions.