CoinJoin
Collaborative transactions break simple ownership heuristics but introduce coordination, amount, and operational considerations.
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CoinJoin is collaborative transaction construction in which multiple participants contribute inputs and receive outputs in one Bitcoin transaction. Equal-output designs create an anonymity set: several outputs are deliberately indistinguishable by amount. The coordinator can organize messages but need not custody funds if each participant verifies and signs only after seeing the complete transaction.
Register inputs with ownership proof
Participants prove control of proposed inputs so an attacker cannot register arbitrary victim coins. Registration communication can itself leak network metadata.
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It creates ambiguity under stated assumptions. Amount fingerprints, coordinator metadata, input history, change, later consolidation, and external records can reduce it.
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