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Android Malware Detection

Papers

Showing 2650 of 76 papers

TitleStatusHype
DL-Droid: Deep learning based android malware detection using real devices0
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?0
EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning0
Explaining Black-box Android Malware Detection0
Flexible Android Malware Detection Model based on Generative Adversarial Networks with Code Tensor0
Graph Neural Network-based Android Malware Classification with Jumping Knowledge0
High Accuracy Android Malware Detection Using Ensemble Learning0
"How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector0
Identification of Significant Permissions for Efficient Android Malware Detection0
Improving Android Malware Detection Through Data Augmentation Using Wasserstein Generative Adversarial Networks0
Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain0
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning0
LAMD: Context-driven Android Malware Detection and Classification with LLMs0
Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection0
MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation0
Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection0
Mask Off: Analytic-based Malware Detection By Transfer Learning and Model Personalization0
N-gram Opcode Analysis for Android Malware Detection0
On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities0
On Defending Against Label Flipping Attacks on Malware Detection Systems0
On the Effectiveness of System API-Related Information for Android Ransomware Detection0
OpCode-Based Malware Classification Using Machine Learning and Deep Learning Techniques0
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections0
Revisiting Static Feature-Based Android Malware Detection0
Robust Android Malware Detection System against Adversarial Attacks using Q-Learning0
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