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