SimAndro: an effective method to compute similarity of Android applications
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-019-03755-4
Abstract: As the number of Android applications (apps) is increasing dramatically, users face a serious problem to find relevant apps to their needs. Therefore, there is an important demand for app search engines or recommendation services… read more here.
Keywords: compute similarity; similarity; effective method; android applications ... See more keywords
AdDroid: Rule-Based Machine Learning Framework for Android Malware Analysis
Sign Up to like & getrecommendations! Published in 2020 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-019-01248-0
Abstract: Recent years have witnessed huge growth in Android malware development. Colossal reliance on Android applications for day to day working and their massive development dictates for an automated mechanism to distinguish malicious applications from benign… read more here.
Keywords: android; android malware; based machine; machine learning ... See more keywords
Malware Detection: A Framework for Reverse Engineered Android Applications through Machine Learning Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3149053
Abstract: Today, Android is one of the most used operating systems in smartphone technology. This is the main reason, Android has become the favorite target for hackers and attackers. Malicious codes are being embedded in Android… read more here.
Keywords: learning algorithms; reverse engineered; machine; machine learning ... See more keywords
A taint analysis framework applied to android applications in the packed state
Sign Up to like & getrecommendations! Published in 2023 at "China Communications"
DOI: 10.23919/jcc.2023.03.022
Abstract: In recent years, Android applications have caused personal privacy leaks frequently. In order to analyze the malicious behavior, taint analysis technology can be used to track the API call chain, build a control-flow graph of… read more here.
Keywords: framework; analysis; android applications; taint analysis ... See more keywords