Real-time botnet detection using nonnegative tucker decomposition

Hideaki Kanehara
Hideaki Kanehara
Yuma Murakami
Yuma Murakami

SAC, pp. 1337-1344, 2019.

Cited by: 0|Views4
EI

Abstract:

This study focuses on darknet traffic analysis and applies tensor factorization in order to detect coordinated group activities, such as a botnet. Tensor factorization is a powerful tool for extracting co-occurrence patterns that is highly interpretable and can handle more variables than matrix factorization. We propose a simple method fo...More

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