Researchers Proposed Packet-Length-Adjustable Attention Model Based on Bytes Embedding for Smart Cybersecurity
Researchers from the Institute of Acoustics of the Chinese Academy of Sciences (IACAS) proposed an attention model which could process network traffic flow with adjustable length to detect payload-based attacks. Furthermore, researchers desig...
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Novel Deep Learning Method for Broadband Ocean Source Localization with Big Data
Researchers from the Institute of Acoustics of the Chinese Academy of Sciences (IACAS), collaborating with researchers from Scripps Institution of Oceanography, USA, presented a source-localization method in ocean waveguide with uncertain bot...
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Researchers First Apply Frequency Estimator based on Bayesian Inference to Narrowband Active Noise Control System
Researchers from the Institute of Acoustics of the Chinese Academy of Sciences (IACAS) applied the Bayesian parameter estimation method to the narrowband active noise control system for the first time, and proposed a narrowband active noise c...
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Variant Gated Recurrent Units with Encoders to Preprocess Packets Intrusion Detection Achieves Higher Accuracy and Detection Rates
Researchers from the Institute of Acoustics of the Chinese Academy of Sciences (IACAS) investigated variant gated recurrent units (GRU) with encoders to preprocess packets for payload-aware intrusion detection, and achieved higher accuracy an...
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Researchers Propose a Multiple-Measurement Vectors Reconstruction Method for Low SNR Scenarios
WANG Leiou and his team from the Institute of Acoustics of the Chinese Academy of Sciences proposed a new MMV CS reconstruction method from the system architecture-level to deal with the signal recovery in the low SNR scenarios, called the Si...
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