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Now botnets have become the great threat of Internet Security. To be well prepared for future attacks, it is not enough to study how to defend against the botnets that have appeared in the past. More importantly, we should study advanced botnet designs that could be developed in the near future. In this paper, we present the improved design of an advanced hybrid P2P routing algorithm. The first method...
An Imbalanced Classification anomaly detection algorithm called “I-SVDD” for detecting Botnet was put forward in this paper. The algorithm combines the One-Class classification with the known Intrusion behaviors. This algorithm has proven effective in reducing the number of botnet clients. The true positives reaches nearly 100% and False Positive reaches 0% respectively. Hence, adjusting some parameters...
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