This dataset is a hand noted dataset that consists of two categories, evasion and normal methods. By evasion methods we mean the methods that are used by Android malware to hide their malicious payload, and hinder the dynamic analysis. Normal methods are any other methods that cannot be used as evasion techniques. Also, the evasion methods are categorized into six categories: File access, Integrity check, Location, SMS, Time, Anti-emulation. This dataset can be used by any ML or DL approaches to predict new evasion techniques that can be used by malware to hinder the dynamic analysis.

Dataset Files

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Documentation: 
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File readme.txt591 bytes
[1] Hayyan Hasan, Hasan Deeb , Behrouz Tork Ladani, Bahman Zamani, "Android malware dynamic evasions ", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/njbg-3c03. Accessed: May. 18, 2022.
@data{njbg-3c03-21,
doi = {10.21227/njbg-3c03},
url = {http://dx.doi.org/10.21227/njbg-3c03},
author = {Hayyan Hasan; Hasan Deeb ; Behrouz Tork Ladani; Bahman Zamani },
publisher = {IEEE Dataport},
title = {Android malware dynamic evasions },
year = {2021} }
TY - DATA
T1 - Android malware dynamic evasions
AU - Hayyan Hasan; Hasan Deeb ; Behrouz Tork Ladani; Bahman Zamani
PY - 2021
PB - IEEE Dataport
UR - 10.21227/njbg-3c03
ER -
Hayyan Hasan, Hasan Deeb , Behrouz Tork Ladani, Bahman Zamani. (2021). Android malware dynamic evasions . IEEE Dataport. http://dx.doi.org/10.21227/njbg-3c03
Hayyan Hasan, Hasan Deeb , Behrouz Tork Ladani, Bahman Zamani, 2021. Android malware dynamic evasions . Available at: http://dx.doi.org/10.21227/njbg-3c03.
Hayyan Hasan, Hasan Deeb , Behrouz Tork Ladani, Bahman Zamani. (2021). "Android malware dynamic evasions ." Web.
1. Hayyan Hasan, Hasan Deeb , Behrouz Tork Ladani, Bahman Zamani. Android malware dynamic evasions [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/njbg-3c03
Hayyan Hasan, Hasan Deeb , Behrouz Tork Ladani, Bahman Zamani. "Android malware dynamic evasions ." doi: 10.21227/njbg-3c03