DroidXP: A Benchmark for Supporting the Research on Mining Android Sandboxes

Costa, Francisco Handrick da; Medeiros, Ismael; Costa, Pedro Henrique Teixeira; Menezes, Thales; Vinícius, Marcos; Bonifácio, Rodrigo; Canedo, Edna Dias

doi:10.1109/scam51674.2020.00021

Cited by 2 publications

(1 citation statement)

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“…Among them, Android is the most widely used (Agrawal & Trivedi, 2019). The popularity of the Android system has opened the door for attackers to increase the number of threats to Android devices (da Costa et al, 2020). According to the McAfee Labs Threats' report in the first quarter of 2020, 98% of attackers target Android devices (Bayazit, Sahingoz, & Dogan, 2020).…”

Section: Introductionmentioning

confidence: 99%

Guarding Android: A Comprehensive Review of Intrusion Detection Techniques for Smartphones

Ibrahim,

Sallow

2023

SJUOZ

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The popularity of using the Android operating system has increased the number of developers and intruders in this field. Many applications are developed in this area and perform malicious activities like ransomware attacks, installing backdoors, phishing, sending premium short message service, and stealing private data. These activities pose many threats to smartphone users. This study provides a review of the main strategies used in intrusion detection systems to detect malicious activities at the application and system levels. The study illustrates the advantages and disadvantages of each method and the significant features used to discriminate against malicious activities and highlights several open issues that warrant further investigation and improvement. It is a comprehensive review that may be useful for academic researchers interested in cybersecurity.

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Section: Introductionmentioning

confidence: 99%