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How to Trick AI?
Andy Green
Follow
8/27/2024
How to Trick AI?
Category
📚
Learning
Transcript
Display full video transcript
00:00
How to trick AI
00:02
Introduction
00:03
Artificial intelligence, AI, seems very smart and powerful, but it can be tricked.
00:09
Imagine playing a game with a friend and knowing a few tricks to win.
00:13
You can do the same with AI.
00:15
Ways to trick AI
00:16
Misleading
00:18
One of the simplest ways to trick AI is by misleading it.
00:21
For example, if AI is trained to recognize images of cats,
00:25
you can show it a picture that looks like a cat but isn't.
00:28
This could be a drawing or even a toy that closely resembles a real cat.
00:33
AI might make a mistake and think it's a real cat.
00:36
Adding noise
00:38
Sometimes, you can trick AI by adding a little noise to an image or sound.
00:43
Noise is a small change that the human eye or ear might not notice but can confuse AI.
00:48
For instance, adding a few pixels to an image can make AI unable to recognize the object.
00:54
This method is used to create adversarial examples.
00:58
Using context
01:00
AI often struggles with understanding context, as we discussed earlier.
01:04
You can use this to your advantage.
01:06
For example, if AI is trained to understand text and answer questions,
01:11
you can ask it a confusing or ambiguous question.
01:14
Due to its lack of context understanding, AI might give a wrong or strange answer.
01:19
Information overload
01:21
Another way to trick AI is by overloading it with information.
01:25
Imagine trying to listen to several conversations at once.
01:28
It's very difficult.
01:30
Similarly, AI can get confused if given too much information at once.
01:34
For example, you can ask it multiple questions in a row or show many images,
01:39
and AI might make mistakes in its responses or analysis.
01:43
Examples of tricking AI
01:46
Face masking
01:47
Some people use special patterns on their clothes or accessories to trick facial recognition systems.
01:53
These patterns create noise that prevents AI from correctly recognizing faces.
01:59
This can be useful for maintaining privacy in public places.
02:02
Confusing queries
02:04
On the Internet, you can find examples of people asking voice assistants like Siri or Alexa confusing questions.
02:11
For example, you can ask something like,
02:13
How long does it take for time to pass?
02:16
Such questions don't make sense, and AI might struggle to respond.
02:20
Distorting images
02:22
On YouTube, there are videos where people show how to trick object recognition systems by altering images.
02:28
For example, they might change a photo of a stop sign by adding stickers or drawing on it.
02:33
And AI might not recognize the sign, thinking it's something else.
02:37
Why study ways to trick AI
02:40
While tricking AI might seem fun,
02:42
it's important to understand that such research helps developers improve technology and make it more reliable.
02:48
By studying how to trick AI, scientists and engineers identify weaknesses and work to fix them.
02:54
This helps make AI safer and more accurate in the future.
02:58
So, even though AI seems very smart, it can still be tricked in various ways.
03:03
Understanding these methods helps us better use and develop AI technologies,
03:08
making them more advanced and reliable.
03:11
Microsoft Mechanics
03:13
www.microsoft.com
03:15
www.microsoft.com
03:17
www.microsoft.com
Recommended
4:31
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