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The paper considers an approach to attack modelling in Security Information and Event Management (SIEM) systems. The suggested approach incorporates usage of service dependency graphs and zero-day vulnerabilities to produce attack graph, calculation of security metrics based on attack graph and service dependencies and advanced any-time techniques for attack graph generation and security evaluation, etc.