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Android Malware Detection

Papers

Showing 125 of 76 papers

TitleStatusHype
heterogeneous temporal graph transformer: an intelligent system for evolving android malware detectionCode1
Continuous Learning for Android Malware DetectionCode1
Why an Android App is Classified as Malware? Towards Malware Classification InterpretationCode1
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion AttacksCode1
Deep Learning for Android Malware Defenses: a Systematic Literature ReviewCode1
DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of BytecodeCode1
Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge SettingCode1
MASKDROID: Robust Android Malware Detection with Masked Graph RepresentationsCode1
Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection?Code1
A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization0
Android Malware Detection using Feature Ranking of Permissions0
AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection0
Android Malware Detection Using Machine Learning on Image Patterns0
Android Malware Detection Using Parallel Machine Learning Classifiers0
ActDroid: An active learning framework for Android malware detection0
Data Augmentation for Opcode Sequence Based Malware Detection0
Android Malware Detection Using Autoencoder0
BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection0
A two-steps approach to improve the performance of Android malware detectors0
Android Malware Detection Based on RGB Images and Multi-feature Fusion0
Adversarial Samples on Android Malware Detection Systems for IoT Systems0
Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version)0
A short review on Applications of Deep learning for Cyber security0
Android Malware Detection using Deep Learning on API Method Sequences0
A Review on The Use of Deep Learning in Android Malware Detection0
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