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Android Malware Detection

Papers

Showing 2650 of 76 papers

TitleStatusHype
ActDroid: An active learning framework for Android malware detection0
Android Malware Detection with Unbiased Confidence Guarantees0
Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection0
Efficient Concept Drift Handling for Batch Android Malware Detection ModelsCode0
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning0
On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities0
Investigating Feature and Model Importance in Android Malware Detection: An Implemented Survey and Experimental Comparison of ML-Based Methods0
Mask Off: Analytic-based Malware Detection By Transfer Learning and Model Personalization0
Flexible Android Malware Detection Model based on Generative Adversarial Networks with Code Tensor0
Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware DetectionCode0
Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine LearningCode0
A two-steps approach to improve the performance of Android malware detectors0
Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection0
MaMaDroid2.0 -- The Holes of Control Flow GraphsCode0
Android Malware Detection using Feature Ranking of Permissions0
Graph Neural Network-based Android Malware Classification with Jumping Knowledge0
"How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector0
EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware DetectionCode0
Data Augmentation for Opcode Sequence Based Malware Detection0
Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering0
Identification of Significant Permissions for Efficient Android Malware Detection0
Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain0
Robust Android Malware Detection System against Adversarial Attacks using Q-Learning0
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?0
DL-Droid: Deep learning based android malware detection using real devices0
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