The invention discloses a method, a 
system and equipment for improving privacy query online efficiency and a storage medium, specifically, privacy query is decomposed into an offline part and an online part, the offline part refers to that user query performs related 
data preparation and calculation work offline, and the online part refers to that data is requested from a 
database in real time. In the offline stage, the 
client obtains the'intermediate value 'of total data through an 
algorithm, in the online stage, the 
client obtains the position of the data needing to be inquired in the 
database through the'intermediate value', the 
client initiates a request to the 
database to obtain the data, and data items needing to be inquired are obtained by combining the previous intermediate value. The privacy of 
data query can be protected, and meanwhile, the efficiency of 
data query is improved. The 
database privacy query efficiency 
bottleneck is solved, and the financial service 
privacy protection requirement can be well supported. Particularly, when a 
bank performs joint modeling and portraying on customers and enterprises, privacy and performance can be ensured.