This paper sets out the creation of a dual convolutional neural network system that combines both one-dimensional and two-dimensional deep learning models. The 1D CNN takes individual pixel spectral ...

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This repository implements a sequence-level intrusion detection pipeline using a hybrid 1D-CNN + LSTM autoencoder trained on the UNSW-NB15 dataset. The primary ...

Department of Radiology, Children’s Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, Pennsylvania 19104, United States Department of Bioengineering, University of Pennsylvania, ...