Change Address Inference
Change Address Inference is the process of identifying which output in a transaction is returned to the sender as change. Because of the way Bitcoin-style transactions work, a sender often creates a new address to receive the remainder of the funds.
Identifying this address allows analysts to track the sender's continued activity across different wallets. This is a powerful tool for maintaining the continuity of an entity's transaction history.
Sophisticated algorithms analyze transaction amounts and address types to distinguish change outputs from payment outputs. Correctly identifying change addresses significantly increases the accuracy of clustering models.
It is a nuanced task that requires deep technical knowledge of transaction structure. Successful inference is a key factor in effective blockchain forensics and behavioral analysis.