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.
 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
 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