This specification describes techniques for securing blockchain transactions. One example method includes determining temporary identity information associated with a transaction participant, wherein the transaction participant participates in a transaction in a blockchain; performing an identity signature for the transaction by using the determined temporary identity information to obtain blockchain data; and in response to performing the identity signature, submitting the blockchain data to the blockchain for storage.