Research Article

Predicting the APT for Cyber Situation Comprehension in 5G-Enabled IoT Scenarios Based on Differentially Private Federated Learning

Table 2

The notations used in the pseudocode.

NotationDefinition

IoT device sensitive raw data
Nullification result for
Perturbed features
Nullification matrix
l-th layer output of DNN
Nullification result for
Partitioned layer
Deep neural network
Objective loss function
Norm bounding
Local epoch
Local learning rate
Parameters for IoT device at
Gradient for IoT device at
Local model update at
Global model parameters at
Noisy scale