1d Convolutional Neural Network
PulseAugur coverage of 1d Convolutional Neural Network — every cluster mentioning 1d Convolutional Neural Network across labs, papers, and developer communities, ranked by signal.
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Deep learning models enhance anomaly detection in zero-trust networks
Researchers have developed two deep learning models, a Vision Transformer (ViT) and a 1D Convolutional Neural Network (1D-CNN), to enhance anomaly detection within zero-trust software-defined networks. These models anal…
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CNNs show superior robustness in ML-based network intrusion detection
A new research paper investigates the robustness of machine learning models used in network intrusion detection systems against adversarial attacks. The study found that while Random Forest models achieved high baseline…
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AI model embedded on microcontroller enables smart bioacoustic monitoring
Researchers have developed a smart passive acoustic monitoring system that embeds a classifier directly onto an AudioMoth microcontroller to analyze soundscapes in situ. This system utilizes an optimized 1D Convolutiona…