GDroid: Android malware detection and classification with graph convolutional network

Image-Based Malware Classification using Ensemble of CNN Architectures (IMCEC)

(2020) Danish Vasan et al.   COMPUTERS & SECURITY

On the use of artificial malicious patterns for android malware detection

(2020) Manel Jerbi et al.   COMPUTERS & SECURITY

Byte-level malware classification based on markov images and deep learning

(2020) Baoguo Yuan et al.   COMPUTERS & SECURITY

MaMaDroid

(2019) Lucky Onwuzurike et al.   ACM Transactions on Privacy and Security

A novel method for malware detection on ML-based visualization technique

(2019) Xinbo Liu et al.   COMPUTERS & SECURITY

DL-Droid: Deep learning based android malware detection using real devices

(2019) Mohammed K. Alzaylaee et al.   COMPUTERS & SECURITY

Lightweight, Obfuscation-Resilient Detection and Family Identification of Android Malware

(2018) Joshua Garcia et al.   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains

(2018) Alejandro Martín et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Significant Permission Identification for Machine-Learning-Based Android Malware Detection

(2018) Jin Li et al.   IEEE Transactions on Industrial Informatics

Detecting Android Malware Leveraging Text Semantics of Network Flows

(2018) Shanshan Wang et al.   IEEE Transactions on Information Forensics and Security

Android Malware Familial Classification and Representative Sample Selection via Frequent Subgraph Analysis

(2018) Ming Fan et al.   IEEE Transactions on Information Forensics and Security

Heterogeneous Information Network Embedding for Recommendation

(2018) Chuan Shi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Detecting Android malware using Long Short-term Memory (LSTM)

(2018) R. Vinayakumar et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android Malware Detection

(2018) Suleiman Y. Yerima et al.   IEEE Transactions on Cybernetics

A novel approach for mobile malware classification and detection in Android systems

(2018) Qingguo Zhou et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A scalable and extensible framework for android malware detection and family attribution

(2018) Li Zhang et al.   COMPUTERS & SECURITY

A Multimodal Deep Learning Method for Android Malware Detection Using Various Features

(2018) TaeGuen Kim et al.   IEEE Transactions on Information Forensics and Security

DroidCat: Effective Android Malware Detection and Categorization via App-Level Profiling

(2018) Haipeng Cai et al.   IEEE Transactions on Information Forensics and Security

An HMM and structural entropy based detector for Android malware: An empirical study

(2016) Gerardo Canfora et al.   COMPUTERS & SECURITY