Cloud of Word vs DroidKungfu: Performance Evaluation in Detecting Root Exploit Malware with Deep Learning Approach

• Published in: 2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS) pp. 217 - 222
• Main Authors: Yahaya, Che Akmal Che, Firdaus, Ahmad, Zabidi, Azlee, Bt Abu Bakar, Noor Akma, Bt Nawir, Mukrimah, Malek, Philimal Normelissa Ani Abdul
• Format: Conference Proceeding
• Language: English
• Published: IEEE 25.08.2023
• Subjects: Android; Botnet; Codes; convolutional neural network; Convolutional neural networks; deep learning; Feature extraction; Operating systems; root exploit; Solids; static analysis

Android mobile malware is a type of malware that execute malicious activities (stealing and collecting data and running programs without the user's knowledge) in victims' Android mobile device. There are several types of malware, for instance; 1) Root exploit; 2) Botnet; 3) Trojan; and 4)...