Research Article

NLP Technique for Malware Detection Using 1D CNN Fusion Model

Figure 1

Proposed ensemble 1D convolutional neural network-based Android malware detection framework. ni-gram and nj-gram are unigram and bigram opcode sequences, respectively. Weights (W) are obtained using grid search on values between 0 and 1.