DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection

التفاصيل البيبلوغرافية
العنوان: DroidDissector: A Static and Dynamic Analysis Tool for Android Malware Detection
المؤلفون: Muzaffar, Ali, Hassen, Hani Ragab, Zantout, Hind, Lones, Michael A
سنة النشر: 2023
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Software Engineering
الوصف: DroidDissector is an extraction tool for both static and dynamic features. The aim is to provide Android malware researchers and analysts with an integrated tool that can extract all of the most widely used features in Android malware detection from one location. The static analysis module extracts features from both the manifest file and the source code of the application to obtain a broad array of features that include permissions, API call graphs and opcodes. The dynamic analysis module runs on the latest version of Android and analyses the complete behaviour of an application by tracking the system calls used, network traffic generated, API calls used and log files produced by the application.
Comment: Proceedings of the International Conference on Applied Cybersecurity (ACS) 2023 (LNNS,volume 760)
نوع الوثيقة: Working Paper
DOI: 10.1007/978-3-031-40598-3_1
URL الوصول: http://arxiv.org/abs/2308.04170
رقم الأكسشن: edsarx.2308.04170
قاعدة البيانات: arXiv