SYSTEM, METHOD AND APPARATUS FOR USABLE CODE-LEVEL STATISTICAL ANALYSIS WITH APPLICATIONS IN MALWARE DETECTION
First Claim
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1. A method, comprising:
- identifying discriminating features in a plurality of applications;
determining via code analysis, when a first application is subjected to classification, positions of the first application'"'"'s code that correspond to the discriminating features; and
forwarding to a classification algorithm, such that according to its output the code fragments corresponding to the discriminating features are reported.
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Abstract
A method, system, and apparatus configured to identify discriminating features in a plurality of applications, determine via code analysis, when a first application is subjected to classification, positions of the first application'"'"'s code that correspond to the discriminating features, and forward to a classification algorithm, such that according to its output the code fragments corresponding to the discriminating features are reported.
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20 Claims
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1. A method, comprising:
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identifying discriminating features in a plurality of applications; determining via code analysis, when a first application is subjected to classification, positions of the first application'"'"'s code that correspond to the discriminating features; and forwarding to a classification algorithm, such that according to its output the code fragments corresponding to the discriminating features are reported. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A server, comprising:
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a processor; and a computer readable medium storing a program executed by the processor, wherein the processor is configured to; identify discriminating features in a plurality of applications; determine via code analysis, when a first application is subjected to classification, positions of the first application'"'"'s code that correspond to the discriminating features; and forward to a classification algorithm, such that according to its output the code fragments corresponding to the discriminating features are reported. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18, 19)
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20. An apparatus configured to, comprising:
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identify over a set of classified applications a set of discriminating features; and determine via code analysis, when a first application is subjected to classification, positions of the first application'"'"'s code that correspond to discriminating features.
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Specification