• Imran Mohammad Khan
• Prof. Rajkumar Sharma

Android malware is malicious software that targets a specific type of device: the Android device. Android's less secure platform, such as its Play Store where applications are downloaded, and users' ability to sideload content from the internet creates an environment where malware can thrive. This paper presents an efficient technique of android malware prediction with performance improvement. The simulation is performed using python sypder 3.7 software. The simulation results show the improvement in the performance parameters.

Android, Malware, Artificial intelligence, PCA, MLP, AUC, SVM.

"An Efficient Technique of Android Malware Prediction with Performance Improvement", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 3, page no.g380-g384, March-2022, Available :http://www.jetir.org/papers/JETIR2203651.pdf

"An Efficient Technique of Android Malware Prediction with Performance Improvement", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 3, page no. ppg380-g384, March-2022, Available at : http://www.jetir.org/papers/JETIR2203651.pdf