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ndroid恶意应用检测结果标准化研究

Research on Standardization of the Android Malware Detection Results

中文摘要英文摘要

不同反病毒引擎对Android恶意应用的命名规则不尽相同,导致多个引擎对同一应用返回多个不同表达形式的检测结果。本文研究了各引擎对恶意应用的命名方式,并制定了一种易于理解的恶意应用标准化命名规则。本文还设计出一种对Android应用多引擎检测结果的标准化方法,采用字符识别和样本匹配来实现对检测结果的统一化,得到各结果的标准表示形式,使得各结果的含义清晰,具有可评价意义。实验结果表明,该方法能有效统一多种形式的检测结果,并提供明确、丰富的应用识别信息。

iverse antivirus engines have different naming rules for Android malwares, so that they return detection results of the same application in different expression forms. This paper researches the naming methods of the malwares by the engines, and institutes a standardized naming rule for the malwares which is easy to understand. This paper also designs a method to standardize the Android application's detection results provided by the engines. The method uses the character recognition and the sample matching to realize the unification of the detection results, and obtain the results in standard form which have clear meanings and available for evaluation. The experimental results show that the method can effectively unify various forms of detection results, and provide explicit and rich application identification information.

徐国爱、张亚

计算技术、计算机技术

标准化方法恶意应用命名字符识别样本匹配

standardization methodmalware namingcharacter recognitionsample matching

徐国爱,张亚.ndroid恶意应用检测结果标准化研究[EB/OL].(2016-01-18)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/201601-376.点此复制

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