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Matches in SemOpenAlex for { <https://semopenalex.org/work/W2010065958> ?p ?o ?g. }

• W2010065958 abstract "We propose a simple yet effective method for visualizing and classifying malware using image processing techniques. Malware binaries are visualized as gray-scale images, with the observation that for many malware families, the images belonging to the same family appear very similar in layout and texture. Motivated by this visual similarity, a classification method using standard image features is proposed. Neither disassembly nor code execution is required for classification. Preliminary experimental results are quite promising with 98% classification accuracy on a malware database of 9,458 samples with 25 different malware families. Our technique also exhibits interesting resilience to popular obfuscation techniques such as section encryption." @default.
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• W2010065958 date "2011-01-01" @default.
• W2010065958 modified "2023-10-17" @default.
• W2010065958 title "Malware images" @default.
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• W2010065958 doi "https://doi.org/10.1145/2016904.2016908" @default.
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