FRAUD DETECTION USING BYTE PAIR ENCODING
개요
발명자
Brian Long
IPC 분류
CPC 분류
Techniques are described herein for fraud detection which may include generating, from legitimate account data instances, a data compression vocabulary. The data compression vocabulary may specify one or more tokens identified from the legitimate account data instances and a corresponding replacement value. A new instance of account data may be received. Compressed account data may be generated based at least in part on replacing a token identified in the account data with a respective replacement value identified for the token in the data compression vocabulary. Any amount by which the new account data was compressed may be computed and used to make a determination as to whether the new instance of account data is fraudulent or legitimate.
원문 (중국어)
Techniques are described herein for fraud detection which may include generating, from legitimate account data instances, a data compression vocabulary. The data compression vocabulary may specify one or more tokens identified from the legitimate account data instances and a corresponding replacement value. A new instance of account data may be received. Compressed account data may be generated based at least in part on replacing a token identified in the account data with a respective replacement value identified for the token in the data compression vocabulary. Any amount by which the new account data was compressed may be computed and used to make a determination as to whether the new instance of account data is fraudulent or legitimate.