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.
-
AI adversary evades IoT intrusion detection systems
Researchers have developed an adaptive port-scan evasion technique using a Deep Q-Network (DQN) to challenge machine learning-based intrusion detection systems (IDS) deployed on resource-constrained devices like the Ras…
-
New framework enhances edge computing cybersecurity with federated learning
Researchers have developed a novel Trust-Aware Federated Hybrid Intrusion Detection Framework (TA-FHIDF) to enhance cybersecurity in edge computing environments. This framework combines an Autoencoder, a 1D Convolutiona…
-
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…
-
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…
-
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…