A hierarchical deep learning framework with doubly regularized loss for robust malware detection and family categorization. [PDF]
Sci RepAbed Alsaedi S +6 more
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Malware detection using pre-trained transformer encoder with byte sequences. [PDF]
PLoS OneKim EJ +6 more
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FL-MalDrift: a federated learning framework for malware detection under local concept drift. [PDF]
Sci RepPatel A +3 more
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Improving malware detection performance using hybrid deep representation learning with heuristic search algorithms. [PDF]
Sci RepAnuradha A, Chouhan AS, Srinivas Rao S.
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Orchestrating machine learning models in a swarm architecture for IoT inline malware detection. [PDF]
Sci RepHanif M +5 more
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Integrating NLP and Ensemble Learning into Next-Generation Firewalls for Robust Malware Detection in Edge Computing. [PDF]
Sensors (Basel)Moila RL, Velempini M.
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Graph-augmented multi-modal learning framework for robust android malware detection. [PDF]
Sci RepTanveer MU +5 more
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Hierarchical malware detection, family identification, and variant attribution using CNN-based hybrid models on grayscale executable images. [PDF]
Sci RepSaxena M, Das T.
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GCSA-ResNet: a deep neural network architecture for Malware detection. [PDF]
Sci RepFan Y +5 more
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MaSS-Droid: Android Malware Detection Framework Using Multi-Layer Feature Screening and Stacking Integration. [PDF]
Entropy (Basel)Zhang Z, Han Q, Shi Z.
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