Just change 1 pixel to deceive AI to identify dogs into cars

Recently, by changing a pixel of an image, one has fooled the AI ​​in identifying and classifying images.

Understanding artificial intelligence has long been a very popular topic for researchers.Recently, by changing a pixel of an image, one has fooled the AI ​​in identifying and classifying images.

Picture 1 of Just change 1 pixel to deceive AI to identify dogs into cars

As an example here, the AI ​​was deceived and misidentified the dog instead of an airplane, a frog instead of a truck .

Understanding artificial intelligence has long been a very popular topic for researchers, and many studies have tricked AI. In a recent test by Kyushu University research team, it was shown that AI is very easy to deceive in classifying images.

A new algorithm has been introduced on arVix, in which replacing only one pixel in a 1024 Pixel resolution image can make the AI ​​recognize the wrong image. The experiments have fooled AI over 74% of the total number of tests, this number also increased to 87% higher with 5 pixels edited.

In fact, 1024 Pixel photos are very small, and we need to change more pixels in larger images to deceive AI. Being able to fool AI with just a few small changes also raises fears about attacks. It is hard to improve AI, because we still have not fully mastered the technologies that make artificial intelligence.

  • What is artificial intelligence? What is AI (artificial intelligence)?
Update 14 December 2018
« PREV
NEXT »
Category

Technology

Life

Discover science

Medicine - Health

Event

Entertainment