MalClassifier: Malware Family Classification Using Network Flow Sequence Behaviour

Book Title

2018 APWG Symposium on Electronic Crime Research (eCrime)

ISSN

2159−1245

Keywords

data mining;data privacy;invasive software;nearest neighbour methods;pattern classification;malware analysis;MalClassifier;malware family classification;flows attributes;network traffic datasets;flow sequence manipulation;network flow−level sequence analysis;malware network flow patterns;network flow sequence behaviour;anti−malware vendors;malicious network activity;malicious binaries;privacy−preserving system;network flow sequence mining;supervised machine learning classifiers;K−Nearest Neighbour;Random Forest;Malware;Feature extraction;Botnet;Monitoring;Privacy;Encryption

Month

May

Pages

1−13

Year

2018