A key problem in Lightning is channel gossip—essentially, how to communicate channel existence without exposing the underlying Unspent Transaction Outputs (UTXOs) and prevent Sybil attacks using fabricated entries. Early solutions, such as those based on ring signatures, stumbled over inefficiencies in verification scalability. These methods required a verifier to process data proportional to the size of the anonymity set, which becomes untenable with large sets.