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软件微软和英特尔开发防病毒软件，将恶意软件转换为2D图像( 二 )


One the image is assembled, STAMINA then resizes it into a smaller dimension to make it easier to view.
This compressions, according to researchers helps avoid needing the software to assess billions of pixels - which would likely slow the process - and does not negatively affect its ability to identify malware.
According to ZDNet, STAMINA is trained using millions of examples of malware pulled from Windows Defender - an antivirus software made by the company - and has shown early promise in its missions to spot computer viruses. The system has a little more than 99 percent accuracy with classifying malware and a false positive rate of below 2.6 percent.
The approach could help reduce the amount of data that needs to be scanned by algorithms and make malware detection more efficient (stock)
The AI apparently has apparently shown more success with smaller file sizes but according to Microsoft, STAMINA could eventually be deployed to focus solely on smaller files.
Either way the tool could be an improvement over current methods of scanning for malware that create very large data points and increase the chances of malware falling through the cracks.


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