MalVis-B encodes Android DEX bytecode into RGB images using entropy and N-gram features, and CNN classifiers trained on these images reach 95.19% accuracy on a binary malware detection benchmark.
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MalVis: A Large-Scale Image-Based Framework and Dataset for Advancing Android Malware Classification
MalVis-B encodes Android DEX bytecode into RGB images using entropy and N-gram features, and CNN classifiers trained on these images reach 95.19% accuracy on a binary malware detection benchmark.