Research Article

Neural Model Stealing Attack to Smart Mobile Device on Intelligent Medical Platform

Table 1

Three different types of network attacks (white box attack, grey box attack, and black box attack) have been compared in detail. The enumerated expressions represent the training data, the feature set , the learning algorithm , and its trained parameters/hyperparameters .

NameThe knowledge of the attackerFormula expression

White boxPerfect knowledge
Grey boxLimited knowledge
Black boxZero knowledge