Data processing method and device, equipment, storage medium and program product

Abstract

The application discloses a data processing method, device, equipment, storage medium and program product, and belongs to the technical field of data processing. According to the desensitization strategy corresponding to the field type of the sensitive field carried by the original service request of the internal service system of the institution, the original field value of the sensitive field is desensitized, and the mapping relationship between the original field value of the sensitive field and the desensitized data is generated. The original field value of the sensitive field is replaced with the desensitized data after desensitization processing to obtain a counterfeit service request and send it to an external model server of the institution. Then, based on the mapping relationship, the desensitized data of the service feedback information sent by the model server is restored to the corresponding original field value to obtain the restored service feedback information. In this way, the semantic availability of sensitive data can be considered when calling an external large language model while ensuring data security compliance, and the service link interruption problem caused by model reasoning failure can be avoided.

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