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2025	Comprehensive benchmarking of knowledge graph embeddings methods for Android malware detection Expert Systems with Applications Jan Kincl, Tome Eftimov, Adam Viktorin, Roman Šenkeřík, Tanja Pavleska
2025	Communications in Computer and Information Science Xin Hong, Huai Jiang, Yang Wang
2024	EvadeDroid: A practical evasion attack on machine learning for black-box Android malware detection Computers & Security Hamid Bostani, Veelasha Moonsamy
2024	Detecting Android malware with cloud computing offloading approach Signal and Data Processing Masoume Ghasemi, Abbas Horri, Mohammad Ehsan Basiri
2024	2024 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob) Nathanael Berliano Novanka Putra, Jonathan Sebastian Marbun, Rheva Anindya Wijayanti, Dzakwan Al Dzaky Bewasana, Nurul Qomariasih
2024	Proceedings of the IEEE/ACM 46th International Conference on Software Engineering Yongliang Chen, Ruoqin Tang, Chaoshun Zuo, Xiaokuan Zhang, Lei Xue, Xiapu Luo, Qingchuan Zhao
2023	A Survey and Evaluation of Android-Based Malware Evasion Techniques and Detection Frameworks Information Parvez Faruki, Rati Bhan, Vinesh Jain, Sajal Bhatia, Nour El Madhoun, Rajendra Pamula
2023	2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS) Che Akmal Che Yahaya, Ahmad Firdaus, Azlee Zabidi, Noor Akma Bt Abu Bakar, Mukrimah Bt Nawir, Philimal Normelissa Ani Abdul Malek
2023	MalBERTv2: Code Aware BERT-Based Model for Malware Identification Big Data and Cognitive Computing Abir Rahali, Moulay A. Akhloufi
2023	Android malware detection using PMCC heatmap and Fuzzy Unordered Rule Induction Algorithm (FURIA) Journal of Intelligent & Fuzzy Systems Nur Khairani Kamarudin, Ahmad Firdaus, Azlee Zabidi, Ferda Ernawan, Syifak Izhar Hisham, Mohd Faizal Ab Razak
2023	INTERACT 2023 Mariam Memon, Adil Ahmed Unar, Syed Saad Ahmed, Ghulam Hussain Daudpoto, Rabeea Jaffari
2023	Malware classification approaches utilizing binary and text encoding of permissions International Journal of Information Security Mo’ath Zyout, Raed Shatnawi, Hassan Najadat
2023	2023 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Innocent Barnet Mijoya, Shiraz Khurana, Nishant Gupta, Keshav Gupta
2023	Evaluation and classification of obfuscated Android malware through deep learning using ensemble voting mechanism Scientific Reports Sana Aurangzeb, Muhammad Aleem
2022	IFIP Advances in Information and Communication Technology Hassan Kazemian
2022	Lightweight On-Device Detection of Android Malware Based on the Koodous Platform and Machine Learning Sensors Mateusz Krzysztoń, Bartosz Bok, Marcin Lew, Andrzej Sikora
2022	LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers IEEE Access Durmuş Özkan Şahın, Sedat Akleylek, Erdal Kiliç
2022	The rise of obfuscated Android malware and impacts on detection methods PeerJ Computer Science Wael F. Elsersy, Ali Feizollah, Nor Badrul Anuar
2021	2021 International Conference on Software Engineering & Computer Systems and 4th International Conference on Computational Science and Information Management (ICSECS-ICOCSIM) Che Akmal Che Yahaya, Ahmad Firdaus, Yong Yew Khen, Che Yahaya Yaakub, Mohd Faizal Abd Razak
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