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The system can also incrementally update DETECTIONs linking with new observed data.
Inducing an updated detection model from the updated training set and applying the updated model on the stream of the next day (d + 2) .
These labeled informative files are being added to the training set which is used to induce new and updated detection model.
Finally, at each iteration, we perform the Alamouti combining in (10) and (11) using (R_{b,k}^{(A,i)}) and (R_{b,k}^{(B,i)}) to obtain the updated detection symbols (hat {x}_{b,2k-1}^{(i+1)}) and (hat {x}_{b,2k}^{(i+1)}), respectively, for the next ((i+1 th) iteration.
In a nutshell, our AL based framework was able to better induce an updated detection model on a daily basis, outperforming all the anti-virus tools and managing to accomplish this using only a fraction of the new PDF files (25%%)—the most informative portion, consisting of the most valuable information required for updating the knowledge stores of the detection model and anti-virus tools.
This provided antivirus engines with the opportunity to update their detection mechanisms in the meantime and correctly detect any file resubmitted between its initial submission and the time when the detection results were collected.
On average, it took almost a month for antivirus products to update their detection mechanisms and spot the new viruses.
System identification is becoming more important in structural dynamic applications including structural model update, damage detection primarily due to the rapid increase in the number of damaged or deteriorated engineering structures, and load identification for remaining service life forecasting.
In the same blog post, Twitter gives an update on detection and enforcement actions related to its stated mission of improving "conversational health" and information integrity on its platform — including reiterating the action it took against Iran-based disinformation accounts in August.
We extended our previous dataset to update the detection of R142H mutation in 4 CIE Egyptian families and one LI phenotype (frequency of 28.8%; 15/52), whereas we still had no R141H among our Egyptian population.
The spokesperson added that Symantec detected the sample when the company updated its detection tools a couple of months ago.
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