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This paper proposes a smart collaborative advanced IDPS to provide the best possible protection of SGs with a fully distributed management structure that supports the network and host based detections and the prevention of attacks.
The successful application of the CaPV LAMP assay onto a LFD with the use of ligand-labelled internal primers provides a potential simple-to-use tool for field based detection of the virus and is a less ambiguous method than the hydroxynapthol blue indicator method that has been previously described for CaPV [ 23].
Using our full framework, including the SVM based detection model, the AL methods, and the enhancement process, we achieved a TPR of 97.7 % using only 25%% of labeled data daily (160 PDF files out of 620), which means a reduction of 75%% in security experts' efforts.
In Section 3, the proposed UKF based detection algorithm is explained, and the BDD process using UKF and SE results is covered in Section 4.
These algorithms can be divided into two main families, namely the tree-search-based detection and the interference cancellation-based detection.
Comparing it with other reported techniques including the STD-based detection and the spectrum-power-based detection, the derivative-based detection has no data to be stored and no expensive calculation benefiting the detection in real-time, and it can be achieved by an analog circuit in engineering.
qPCR was carried out using SYBRgreen-based detection and the primers sets are listed in Supplementary Table 2).
Only a few point-of care devices for nucleic acid based detection have been developed and established on the market so far.
The cooperative based detection techniques are more efficient than Single/local based detection schemes.
Maximum power angle difference based detection module.
Single generator energy function based detection module.
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