Performance comparison of visualization-based malware detection and classification techniques
Convolutional neural networks; Deep learning; Learning systems; Malware; Multilayer neural networks; Support vector machines; Visualization; Analysis techniques; Deep learning; Dynamics analysis; Histogram of oriented gradients; Machine-learning; Malware analysis; Malware classifications; Malware de...
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Main Authors: | , , |
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Format: | Conference Paper |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2023
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Institution: | Universiti Tenaga Nasional |
Summary: | Convolutional neural networks; Deep learning; Learning systems; Malware; Multilayer neural networks; Support vector machines; Visualization; Analysis techniques; Deep learning; Dynamics analysis; Histogram of oriented gradients; Machine-learning; Malware analysis; Malware classifications; Malware detection; Malwares; Memory analysis; Static analysis |
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