K-Metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics

Andrey Sapegin, Christoph Meinel

Nowadays processing of Big Security Data, such as log messages, is commonly used for intrusion detection purposed. Its heterogeneous nature, as well as combination of numerical and…