Identifying IP Blocks with Spamming Bots by Spatial Distribution

被引：0
|
作者：
Yun, Sangki [1 ]
Kim, Byungseung [2 ]
Bahk, Saewoong [3 ]
Kim, Hyogon [1 ]
机构：
[1] Korea Univ, Seoul, South Korea
[2] Samsung Elect, Seoul, South Korea
[3] Seoul Natl Univ, Seoul 151, South Korea
来源：
IEICE TRANSACTIONS ON COMMUNICATIONS | 2010年 / E93B卷 / 08期
关键词：
botnet; spamming; identification; detection; false positive;
D O I：
10.1587/transcom.E93.B.2188
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this letter, we develop a behavioral metric with which spamming botnets can be quickly identified with respect to their residing IP blocks. Our method aims at line-speed operation without deep inspection, so only TCP/IP header fields of the passing packets are examined. However, the proposed metric yields a high-quality receiver operating characteristics (ROC), with high detection rates and low false positive rates.
引用
收藏
页码：2188 / 2190
页数：3
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