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Sequence correlation method has limits in unknown attacks identification and requires pre-defining the causal relationship between attack behavior. To solve this problem, an alert correlation algorithm, denoted as TPrefixSpan, based on the sequence pattern mining is proposed in this paper, based on PrefixSpan algorithm, TPrefixSpan algorithm introduces time interval that can thoroughly narrow, the...