ID2Pattern: Pretraining Generalizable Identity Behavior Patterns for Transaction Risk Foundation Models.

arXiv:2610.41988v1 Announce Type: new Abstract: Large-scale behavioral pretraining offers a promising route to generalizable representations in online payment systems. However, high-cardinality identity fields such as card, device, and account IDs, though rich