System Performance and Management Analytics by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9789811073236
Publisher: Springer Singapore

2.Perform Android malware detection by using these code graphs. For graph classification, we have used the following algorithms:a.Created a database of malicious code graphs of various known Android malwares and then by using Jaccard index as a similarity metric, we were able to detect malwares which show high similarity with the known malwares.

b.Used k-NN classifier for automatically classifying code graphs as k-NN classifier only requires a pattern dissimilarity measure for classification. We have used Jaccard distance as the dissimilarity measure.

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