Research on Data Drift and Class Imbalance in Android Malware Detection

Author:

Liu ZhenORCID,Wang RuoyuORCID,Peng BitaoORCID,Wang ChangjiORCID,Gan QingqingORCID

Publisher

Springer Nature Switzerland

Reference28 articles.

1. Statcounter: Mobile operating system’s market share worldwide (2022). https://gs.statcounter.com/os-market-share/mobile/worldwide. Accessed 26 Dec 2022

2. Statista: Number of apps available in leading app stores (2022). https://www.statista.com/statistics/289418/number-of-available-apps-in-the-google-play-store-quarter/. Accessed 26 Dec 2022

3. Crowdstrike: What is mobile malware? (2022) https://www.crowdstrike.com/cybersecurity-101/malware/mobile-malware/. Accessed 26 Dec 2022

4. Guo, Y., Yan, Q.: Android malware adversarial attacks based on feature importance prediction. Int. J. Mach. Learn. Cybern. 2022, 1–11 (2022)

5. Sharma, T., Rattan, D.: Malicious application detection in android-A systematic literature review. Comput. Sci. Rev. 40, 100373 (2021)

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