• Title/Summary/Keyword: longest increasing subsequences

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Linear-time algorithms for computing a maximal increasing subsequence (극대 증가 부분서열을 찾는 선형 알고리즘)

  • Joong Chae Na
    • Smart Media Journal
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    • v.12 no.6
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    • pp.9-14
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    • 2023
  • The longest increasing subsequence is a fundamental problem which has been studied for a long time in computer science. In this paper, we consider the maximal increasing subsequence problem where the constraint is released from the longest to the maximal. For two kinds of increasing (monotone increasing and strictly increasing), we propose linear-time algorithms computing a maximal increasing subsequence of an input sequence from an alphabet Σ. Our algorithm for computing a maximal monotone increasing subsequence requires O(1) space and our algorithm for computing a maximal strictly increasing subsequence requires O(|Σ|) space.

Mining Regular Expression Rules based on q-grams

  • Lee, Inbok
    • Smart Media Journal
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    • v.8 no.3
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    • pp.17-22
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    • 2019
  • Signature-based intrusion systems use intrusion detection rules for detecting intrusion. However, writing intrusion detection rules is difficult and requires considerable knowledge of various fields. Attackers may modify previous attempts to escape intrusion detection rules. In this paper, we deal with the problem of detecting modified attacks based on previous intrusion detection rules. We show a simple method of reporting approximate occurrences of at least one of the network intrusion detection rules, based on q-grams and the longest increasing subsequences. Experimental results showed that our approach could detect modified attacks, modeled with edit operations.