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Attribution & ClusteringCrypto Address Attribution Process

Crypto Address Attribution Process

workflow

Core idea

Attribution links a pseudonymous blockchain address to a real-world entity. It is probabilistic, not definitive, but convergent evidence from multiple sources can build a compelling case. A five-step process moves from a seed address to an off-chain identity, with a KYC-verified exchange link as the gold standard.

Components

  1. Find the seed address, from a scam report, exchange record, or off-chain intelligence (from: victim, exchange, leak).
  2. Map transaction graph, trace all inbound and outbound transactions via a block explorer (tool: Etherscan, Blockchain.com).
  3. Apply clustering heuristics, group addresses likely controlled by the same entity (tool: Arkham, Chainalysis).
  4. Identify labelled addresses, look for known exchange deposit addresses at graph edges (tool: Arkham labels, Etherscan tags).
  5. Cross-reference off-chain, match wallets to social media, forums, GitHub commits (tool: Google dorks, Maltego).

When to use

When you must connect a wallet to a real-world entity in an investigation and have at least one seed address to start from.

Example

Starting from a victim-reported scam address, tracing its graph in Etherscan, clustering with Arkham, spotting a Binance deposit address at the edge, then confirming identity via KYC records. This is the gold standard: a transaction to or from a KYC-verified exchange linked to your cluster is the strongest attribution evidence.

Attribution Confidence Levels, Chain-Specific Attribution Signals: Bitcoin vs Ethereum, Advanced Attribution Techniques, Court-Tested Attribution Evidence Types

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