The application discloses a method,
system, device and storage medium for improving online efficiency of privacy query, specifically, the privacy query is divided into offline and online two parts, the offline part refers to that the user query is carried out offline to prepare relevant data and calculate, and the online part refers to that the data is requested in real time on the
database. In the offline part, the
client obtains the 'intermediate value' of the
full data through an
algorithm, in the online stage, the
client knows the position of the data to be queried in the
database through the 'intermediate value', the
client initiates a request to the
database to obtain the data, and the data items to be queried are obtained through the combination of the previous intermediate value. The application can protect the privacy of
data query and improve the efficiency of
data query. The efficiency
bottleneck of
database privacy query is solved, and the demand of financial business
privacy protection can be well supported. Especially when the
bank jointly models and portraits the customers and enterprises, the privacy and performance can be ensured.