SECURITYMicrosoft and Intel have a new method to find...

Microsoft and Intel have a new method to find malware: they first convert the code into a JPEG image


There are ways and ways of detecting the malware in the code of an application or file, but none of them as original as Microsoft and Intel. In an attempt to better automate the search for malicious code, the two companies have developed an artificial intelligence system that transforms the code into an image and searches it for the possible hidden virus.

Under the name of STAMINA (STAtic Malware-as-Imago Network Analysis), this technique seeks to facilitate the detection of malware by transforming all the code into grayscale photographs. With this, the AI ​​has less “work” to do in the search as it is easier to find similar patterns in images than in code as such.

Microsoft and Intel take it From code to pixels

According to Intel, the process follows relatively simple steps. The binary code of the file to analyze is transformed into a sequence of pixel data and later into a two-dimensional image. To further reduce AI computations, this image is reduced in size so it doesn’t have to process billions of pixels. They explain that this reduction in the tests carried out has not affected the final detection result.

The steps the AI ​​follows to detect malware using this technique. Via Microsoft
The steps the AI ​​follows to detect malware using this technique. Via Microsoft.

Once the image is ready, it happens to be analyzed by the AI. The AI ​​has previously been fed malware samples from 2.2 million hashes of infected executables. From there the AI ​​only has to find similar patterns and textures between the image (file) to analyze and the malware samples that it has stored.

Researchers at Intel and Microsoft say AI was able to identify and classify malware with 99.07% accuracy using this technique. Of course, with a false positive rate of 2.58%. According to Microsoft, the technique is accurate and fast for small files, although it can become less effective if you have to work with large files due to what it means to transform this into images.

Track | PCMag
More information | Microsoft and Intel 

👇 More in NUpgrade

I am a web developer, and digital marketer I love programming, and technologies, always looking for new technologies and new challenges.

Latest Articls

“Unveiling the Webhostingpad Review: Exploring an Average Host with Its Share of Drawbacks – A Closer Look”

"Read our in-depth WebHostingPad review and delve into the exploration of an average hosting provider, dissecting its drawbacks. Gain...

Sendinblue Empowering Your Business with Effective Email Marketing Solutions”

You. Hey, this is james, and in this article I want to do a sendinblue review for you guys....

Self Cloud Pro Review 2023 ⚠️ The Ultimate Best Cloud Storage Solution

Self Cloud Pro is a great tool for managing your Cloud Storage and File Storage. The program is easy...

Best Backlink Maker Review Software Backlinks 2023

Hey, it's James here, and welcome to our blog for backlink maker review.What I want to do is...

Windows PIN and password: What is the difference, and Which is more secure?

What is the difference between the Windows account PIN and password?Which is more secure: Windows PIN or password? Check now...

How to see which are the most played songs on TikTok?

How to see which are the most played songs on TikTok?TikTok has become a popular video and music platform. so...

Must Popular

Best off-road GPS apps for android and ios IOS in 2021

Best off-road GPS apps for android and ios iPhone in 2021, best off tail map apps for all platforms and devices phone, iPad, Tablets, laptops…

What is a USB Type-B cable and what is it for? here is what y should know!

If you are looking for, need to buy or even have the curiosity to know what is the USB Type-B cable and what is it for, here you can check these answers.

How To Use “Freeze Frame” effect on TikTok

Step by step to make the "freeze frame" effect on Tik Tok

SCAM: Cicret Bracelet projects 2021 Update

Cicret Bracelet is a wearable bracelet that has a pico projector that projects your smartphone on your skin..., at least that was in the advertising video but is that true or just a scam

Minimum requirements to run Minecraft on PC in 2021

See the minimum and recommended requirements to run Minecraft in 2021 Minecraft on your computer; The most successful game among the new galley.

how to connect ps4 controller to pc: super easy ways

If you love playing games on your PS4 and want the same DualShock controller...

ASUS ZenWiFi AX XT8 Review: The Real Power of Wi-Fi 6

ASUS ZenWiFi AX XT8 Review: The Real Power of Wi-Fi 6ASUS ZenWiFi AX XT8...

Acer KG241Q 144Hz Monitor Review

One of the most requested reviews here at NUpgrade is finally coming out of...

18 TB Capacity HDD from Western Digital

18 TB Capacity HDD from Western DigitalWestern Digital is preparing to add 16 and...

Nvidia Creates Low-cost Open Source Ventilator to Help COVID-19 Patients

Bill Dally, the chief scientist at Nvidia developed a low-cost open-source ventilator, which can...

Best wireless headphones under 50$ [2019 black Friday deals]

top picks for the best wireless headphones under 50$ to get the most of the black Friday 2019

Galaxy Z flip no ordinary smartphone with free access to Youtube premium

“Galaxy Z flip,” Samsung says “this is no ordinary smartphone, It changes everything...

What is Spatial Audio and how does it work?

What is Spatial Audio and how does it work?Spatial Audio is an audio technology...

the 16 best games of the MS-DOS era: play now in the browser for free

the best games of the MS-DOS eraGauntlet (Atari, 1988)Civilization (MicroProse, 1991)Loom (Lucasfilm Games, 1990)Arkanoid...

The 10 best movies on Netflix, according to IMDb rating

Not sure about what movie to watch? Discover the top ten of The best...

You might also likeRELATED
Recommended to you