G GraphShield Fraud Investigation

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Open alerts --

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Average risk --

Decision threshold --

Context policy Historical only

Investigation queue

Ranked alerts

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Select an alert Transaction evidence will appear here.

Active investigation

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-- risk score

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Threshold --

Selected High risk Lower risk Cutoff --

Model evidence

Risk factors

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Historical context

Linked transactions

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Live scoring

Realtime transaction check

Scores use the historical state before this event is committed.

Synthetic toy adapter · browser-local state · portfolio demo only

Transaction ID Idempotency key Time step Event time (optional) Account ID Device ID Source ID Target ID Relation Channel Feature values (JSON)

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Current event

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Reasons

Historical association

Deterministic replay

Toy event stream

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