This invention provides a bond portfolio management method, apparatus, storage medium, and electronic device. The method includes: upon receiving a bond portfolio management request from a
client, determining the target service category corresponding to the request; identifying a target obfuscated circuit model from among multiple constructed obfuscated
circuit models; the target obfuscated circuit model being a model constructed based on a financial
engineering model corresponding to the target service category; sending the target obfuscated circuit model to the
client, enabling the
client to process the bond portfolio data using the target obfuscated circuit model to obtain model output results; receiving the model output results; determining the bond portfolio management result corresponding to the model output results; and sending the bond portfolio management result to the client. By applying this method, no financial
engineering model needs to be used during the
service process, and the user's bond portfolio data does not need to be exposed to the
server, thus protecting model
data security and user data privacy.