Kittitornkun, Surin

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Kittitornkun, Surin
Alternative Name
Kittitornkun, S.
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surin.ki@kmitl.ac.th

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    Item type:Publication,
    Clustering Top-10 malware/bots based on download behavior
    (2013-01-01)
    Yukonhiatou, Chaxiong
    ;
    Kittitornkun, Surin
    ;
    Kikuchi, Hiroaki
    ;
    Sisaat, Khamphao
    ;
    Terada, Masato
    Malware can be spread over the Internet via especially download mechanism to the victim computers. This work tries to cluster malware/bots download behavior of Top-10 malware based on 2010 and 2011 CCC (Cyber Clean Center) datasets. The datasets contain more than one million download logs collected from several independent honeypots in Japan to observe malware/bot traffic and activities. Although the daily and hourly patterns are quite similar in 2010, those of 2011 are quite different. As a result, the proposed Integral Correlation Coefficient can cluster 3 and 4 groups of Top-10 malware/bots in 2010 and 2011, respectively. © 2013 IEEE.