AppFA: A Novel Approach to Detect Malicious Android Applications on the Network

Table 4

Network behavior profile feature set.

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Number of flows

Number of packets of outgoing and incoming flows

Volume of bytes of outgoing and incoming flows

First results of KPCA transformations of outgoing packet sizes

First results of KPCA transformations of incoming packet sizes

First results of KPCA transformations of outgoing packet intervals

First results of KPCA transformations of incoming packet intervals

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