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Download Windows 10 Disc Image (ISO File) if you want to create media. We recommend using a blank USB or blank DVD, because any content on it will be deleted. When burning a DVD from an ISO file, if you are told the disc image file is too . If you are installing Windows 10 on a PC running Windows XP or Windows Vista, or if you need to create installation media to install Windows 10 on a different PC, see Using the tool to create installation media (USB flash drive, DVD, or ISO file) to install Windows 10 . Oct 18,  · Download ISO: Windows 10 Fall Creators Update You can now download the Windows 10 Fall Creators Update FCU ISO files of build after Microsoft made it available to everyone s: 2.
 
 
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Pixelation will no longer protect information in images – an algorithm has appeared that can restore an image
07.12.2021 [21:49],
Vasily Shkodnik

Many Internet users use pixelation (severe reduction in resolution) to hide confidential information in videos and photos. However, now this method will be ineffective – an algorithm has appeared on the network that restores pixilated text in images.

Image source: antyweb

A developer with the nickname Beurtschipper has published an image decryption utility called Depix on GitHub, written in Python.

Image source: linkedin

The pixelization filter works as follows: the image is divided into blocks of the desired size, in each of them the base color is determined (the average value of all the shades of the block), after which the square is filled with a solid color. What is very important, the same elements, even in different images, will be pixelated in the same way.

The Depix algorithm uses just this principle – a pixelated image is loaded into the program (for now, this only works with text) and an alphabet in the form of a De Bruyne Sequence with the same font settings as in the pixelated fragment. Font settings include size, color, font itself, and HSL color model (hue, saturation and lightness).

Image source: GitHub

After that, the algorithm splits into pixels the alphabet loaded into it and begins to search for matches in the blocks of the original pixelated image in order to find a suitable character.

Image source: linkedin

The selection will be completed only when there are no matches between the two pictures. The result will be exported in image format to “output.png “.

In order to use the algorithm, you need to download Python to your computer, download Depix from GitHub, take a screenshot of the pixelated element that you want to decrypt. Generate De Bruijn Sequence on a special site and create a text file from it with font settings that can correspond to the pixelated image. After that, take a screenshot of a text document with the De Bruijn Sequence and run the corresponding code in Python.

In his article, where the developer analyzed the operation of the algorithm in detail, he notes that previously such utilities did not exist in the public domain. And for security, it is worth completely removing confidential information from images and videos, since the algorithms do not stand still.