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• W2945015800 endingPage "67631" @default.
• W2945015800 startingPage "67602" @default.
• W2945015800 abstract "The number of applications (apps) available for smart devices or Android based IoT (Internet of Things) has surged dramatically over the past few years. Meanwhile, the volume of ill-designed or malicious apps (malapps) has been growing explosively. To ensure the quality and security of the apps in the markets, many approaches have been proposed in recent years to discriminate malapps from benign ones. Machine learning is usually utilized in classification process. Accurately characterizing apps' behaviors, or so-called features, directly affects the detection results with machine learning algorithms. Android apps evolve very fast. The size of current apps has become increasingly large and the behaviors of apps have become increasingly complicated. The extracting effective and representative features from apps is thus an ongoing challenge. Although many types of features have been extracted in existing work, to the best of our knowledge, no work has systematically surveyed the features constructed for detecting Android malapps. In this paper, we are motivated to provide a clear and comprehensive survey of the state-of-the-art work that detects malapps by characterizing behaviors of apps with various types of features. Through the designed criteria, we collect a total of 1947 papers in which 236 papers are used for the survey with four dimensions: the features extracted, the feature selection methods employed if any, the detection methods used, and the scale of evaluation performed. Based on our in-depth survey, we highlight the issues of exploring effective features from apps, provide the taxonomy of these features and indicate the future directions." @default.
• W2945015800 created "2019-05-29" @default.
• W2945015800 creator A5000755750 @default.
• W2945015800 creator A5020063859 @default.
• W2945015800 creator A5036534318 @default.
• W2945015800 creator A5040791046 @default.
• W2945015800 creator A5042079141 @default.
• W2945015800 creator A5046597133 @default.
• W2945015800 creator A5074238461 @default.
• W2945015800 date "2019-01-01" @default.
• W2945015800 modified "2023-10-15" @default.
• W2945015800 title "Constructing Features for Detecting Android Malicious Applications: Issues, Taxonomy and Directions" @default.
• W2945015800 cites W117115851 @default.
• W2945015800 cites W121173099 @default.
• W2945015800 cites W1532142362 @default.
• W2945015800 cites W1616720564 @default.
• W2945015800 cites W1645479483 @default.
• W2945015800 cites W1647869403 @default.
• W2945015800 cites W183338422 @default.
• W2945015800 cites W1943233084 @default.
• W2945015800 cites W1947535385 @default.
• W2945015800 cites W1955187410 @default.
• W2945015800 cites W1964241047 @default.
• W2945015800 cites W1965018420 @default.
• W2945015800 cites W1968122443 @default.
• W2945015800 cites W1968327128 @default.
• W2945015800 cites W1969095015 @default.
• W2945015800 cites W1976450888 @default.
• W2945015800 cites W1978762841 @default.
• W2945015800 cites W1981221397 @default.
• W2945015800 cites W1982730827 @default.
• W2945015800 cites W1990649188 @default.
• W2945015800 cites W1990686240 @default.
• W2945015800 cites W1991796154 @default.
• W2945015800 cites W1994740897 @default.
• W2945015800 cites W1997833177 @default.
• W2945015800 cites W1999728176 @default.
• W2945015800 cites W2002083372 @default.
• W2945015800 cites W2003282593 @default.
• W2945015800 cites W2003516014 @default.
• W2945015800 cites W2007857904 @default.
• W2945015800 cites W2010256880 @default.
• W2945015800 cites W2018316318 @default.
• W2945015800 cites W2024071684 @default.
• W2945015800 cites W2024964356 @default.
• W2945015800 cites W2026875669 @default.
• W2945015800 cites W2027538101 @default.
• W2945015800 cites W2028776453 @default.
• W2945015800 cites W2029282798 @default.
• W2945015800 cites W2033031156 @default.
• W2945015800 cites W2037026906 @default.
• W2945015800 cites W2037351952 @default.
• W2945015800 cites W2039835167 @default.
• W2945015800 cites W2041276426 @default.
• W2945015800 cites W2041403353 @default.
• W2945015800 cites W2041976134 @default.
• W2945015800 cites W2046843253 @default.
• W2945015800 cites W2048715902 @default.
• W2945015800 cites W2059043756 @default.
• W2945015800 cites W2060537671 @default.
• W2945015800 cites W2064038877 @default.
• W2945015800 cites W2064976406 @default.
• W2945015800 cites W2068025885 @default.
• W2945015800 cites W2070386561 @default.
• W2945015800 cites W2071072485 @default.
• W2945015800 cites W2074222960 @default.
• W2945015800 cites W2077568170 @default.
• W2945015800 cites W2087970742 @default.
• W2945015800 cites W2088479623 @default.
• W2945015800 cites W2091540464 @default.
• W2945015800 cites W2092688436 @default.
• W2945015800 cites W2092942461 @default.
• W2945015800 cites W2099426598 @default.
• W2945015800 cites W2099525266 @default.
• W2945015800 cites W2105285801 @default.
• W2945015800 cites W2109628394 @default.
• W2945015800 cites W2110437951 @default.
• W2945015800 cites W2122672392 @default.
• W2945015800 cites W2127723417 @default.
• W2945015800 cites W2132073183 @default.
• W2945015800 cites W2137644153 @default.
• W2945015800 cites W2147067398 @default.
• W2945015800 cites W2153381881 @default.
• W2945015800 cites W2156744053 @default.
• W2945015800 cites W2158874007 @default.
• W2945015800 cites W2164539435 @default.
• W2945015800 cites W2168103835 @default.
• W2945015800 cites W2168649891 @default.
• W2945015800 cites W2169705451 @default.
• W2945015800 cites W2181925019 @default.
• W2945015800 cites W2183747622 @default.
• W2945015800 cites W2186487985 @default.
• W2945015800 cites W2202081683 @default.
• W2945015800 cites W2205158099 @default.
• W2945015800 cites W2220697891 @default.
• W2945015800 cites W2233081671 @default.
• W2945015800 cites W2249551771 @default.
• W2945015800 cites W2275378310 @default.

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