Datasets
Open Access
AndroHealthCheck Dataset
- Citation Author(s):
- Submitted by:
- Prerna Agrawal
- Last updated:
- Sun, 08/08/2021 - 02:18
- DOI:
- 10.21227/gnsw-m336
- Data Format:
- Links:
- License:
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Abstract
The Android Malware Detection Dataset consists of different flavors and diversity of malware APK files that can be used for malware detection using machine learning. It is my research work and if you use this dataset please cite my work in your research papers.
[1] Agrawal, P., & Trivedi, B. (2021). AndroHealthCheck: A Malware Detection System for Android using Machine Learning. In Computer Networks, Big Data and IoT (pp. 35-41). Springer, Singapore.https://doi.org/10.1007/978-981-16-0965-7_4
[2] Agrawal, P., & Trivedi, B. (2020). Evaluating machine learning classifiers to detect Android malware. 2020 IEEE International Conference for Innovation in Technology (INOCON), 1–6. https://doi.org/10.1109/INOCON50539.2020.9298290
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Dataset Files
Final_Dataset.csv (6.74 MB)
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Documentation
| Attachment | Size |
|---|---|
 Features_details_final.pdf | 610.89 KB |
Comments
The Android Malware Detection Dataset consists of different flavors and diversity of malware APK files that can be used for malware detection using machine learning.