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Exploring the Effects of Gap-Penalties in Sequence-Alignment Approach to Polymorphic Virus Detection 被引量:1

Exploring the Effects of Gap-Penalties in Sequence-Alignment Approach to Polymorphic Virus Detection
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摘要 Antiviral software systems (AVSs) have problems in identifying polymorphic variants of viruses without explicit signatures for such variants. Alignment-based techniques from bioinformatics may provide a novel way to generate signatures from consensuses found in polymorphic variant code. We demonstrate how multiple sequence alignment supplemented with gap penalties leads to viral code signatures that generalize successfully to previously known polymorphic variants of JS. Cassandra virus and previously unknown polymorphic variants of W32.CTX/W32.Cholera and W32.Kitti viruses. The implications are that future smart AVSs may be able to generate effective signatures automatically from actual viral code by varying gap penalties to cover for both known and unknown polymorphic variants. Antiviral software systems (AVSs) have problems in identifying polymorphic variants of viruses without explicit signatures for such variants. Alignment-based techniques from bioinformatics may provide a novel way to generate signatures from consensuses found in polymorphic variant code. We demonstrate how multiple sequence alignment supplemented with gap penalties leads to viral code signatures that generalize successfully to previously known polymorphic variants of JS. Cassandra virus and previously unknown polymorphic variants of W32.CTX/W32.Cholera and W32.Kitti viruses. The implications are that future smart AVSs may be able to generate effective signatures automatically from actual viral code by varying gap penalties to cover for both known and unknown polymorphic variants.
机构地区 School of Engineering
出处 《Journal of Information Security》 2017年第4期296-327,共32页 信息安全(英文)
关键词 POLYMORPHIC Malware Variants Gap Penalties Syntactic Approach Pairwise SEQUENCE ALIGNMENT Multiple SEQUENCE ALIGNMENT Automatic Signature Generation Smith-Waterman Algorithm JS. Cassandra VIRUS W32.CTX/W32.Cholera VIRUS W32.Kitti VIRUS Polymorphic Malware Variants Gap Penalties Syntactic Approach Pairwise Sequence Alignment Multiple Sequence Alignment Automatic Signature Generation Smith-Waterman Algorithm JS. Cassandra Virus W32.CTX/W32.Cholera Virus W32.Kitti Virus
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