AI is a technology with the aim of rapid growth. AI is the perfect example of technological enhancement in every field, like education and health care, so that services can be provided in a better way. Everything has its negative side, and so does AI. There is no issue with AI, but people can use some of its features for the wrong purpose, and one of its purposes is creating AI deepfakes. Let’s give the limelight to AI deepfakes and see how to be aware of them.
What is Deepfake?
Deepfakes are images and videos that are generated with the help of AI, and they appear real, but in reality, they are not. Deepfakes can be created for different purposes. The main purpose of having this feature is to create entertainment, videos, or images for work purposes. People are also using this for generating something illegal, and these AI deepfakes can affect someone’s whole life if they get used in the wrong way.
Role of AI in Deepfakes
AI plays an essential role in deepfakes. Deepfakes are mainly generated with the help of AI; these deepfakes can be anything, like videos, images, or audio. The fake version of Deepfakes can affect a lot of things, like social life and even the life of one person. The role of AI in AI deepfakes is both positive and negative.
The negative one is that deepfakes are usually possible only with the use of AI. AI is something that comes in the first position when it’s about creating deepfakes. Creating fake things only takes a few seconds with the help of AI, and the person can change it in any way they want, and that is what makes deepfakes AI deepfakes.
The positive one is that now the AI is something that creates deepfakes, but it’s also something that helps in detecting them. It’s like a creator detecting its creation. If anything goes viral, which is not true, then the AI can help in identifying how it was created through AI deepfakes.
Ways to Detect AI Deepfakes
Different techniques are available to detect fake content, and here are some easy ones:-
Facial expressions
The most beneficial and easiest way to detect AI. The video where a person is making some unreal expressions has less blinking, and if the features look awkwardly weird, this means it is AI-generated. The only thing that can help in identifying AI deepfakes with any person in them, that it should be in video form.
Lightning and Skin
The lighting of AI-generated videos and photos is more like a creation that gets made through a computer. The skin of a human or any other thing also looks unnatural. It appears less flawed and unnaturally vibrant.
Lip-syncing
The words don’t usually get linked with the action in AI deepfakes. This is the most common mistake that AI makes; the difference is very noticeable. When any normal human talks, we can see the words coming from their mouth with the exact expression, but in AI, sometimes the words and expressions can be delayed. They can also be slightly different from each other.
Less detailing
AI-generated videos or audio are usually considered to be like human things, but they are not actually. Some minor mistakes are easily noticeable. In videos and images, details in hair, skin, and lighting can be different, and even in audio, the audio can seem a bit off from normal.
AI detectors
The same thing that we discussed before is that some AI tools are specially made to detail the AI deepfakes. There are so many free and premium tools that you can use to check any image, audio, or video to see if it is made by AI or not.
Tools to Detect AI Deepfakes
Here are some commonly used and popular tools to detect almost all AI deepfakes: –
Sensity:
The tool can easily find if there are any face swaps or AI-generated audio, even if all these are trickily made. It works instantly and monitors in real time. Here, you will not only get information on whether the data is AI-generated or not, but also in-depth information about it. This tool comes with both basic and advanced feature packs.
WeVerify:
The tools have the ability to even identify if there is any deepfake on the internet. It does the verification on each level before giving the result about the deepfake. The tool uses greater context to detect any kind of deepfakes.
Oz Liveness:
The tool has a feature of digital transformation. It can easily work with any device. No matter if you have Android or iOS, it can help you find a deepfake. This is something used in many areas of the world, and it comes with 100% accuracy.
Deepware:
The tool is mainly used to detect suspicious AI videos on the internet. You can scan any video by uploading it or by just putting a link to it. Here, you don’t need to download anything to check; just paste the link, and it will tell you the results in a few seconds.
DuckDuckGoose:
The tool identifies the fake video by expressions and by not-so-normal actions. This is another tool that does real-time analysis. It can detect any type of deepfake, like face swapping, colour changing, or anything.
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FAQs:
Are deepfakes created with the wrong purpose?
No, that is not true. The recreation feature AI was not created with the wrong intention. There are so many things where people need changes or want content generated by AI. When the AI deepfakes become a threat to someone, they are considered the wrong ones.
Detecting AI deepfakes is hard?
AI is becoming finer in its work, and that’s what makes identifying things a little bit hard but not impossible. With the help of the exact information and accurate tools, AI detection becomes easier.
What is the most famous example of AI deepfakes?
AI deepfakes get created daily; one of the most well-known cases is when the deepfake of President Barack Obama gets created.
How can one safeguard themselves against AI deepfakes?
There are several ways:
- Stay informed.
- Follow all the security measures before uploading anything.
- Use AI detection tools.
- Complain instantly if you find any wrong use of AI. deepfakes
The AI and its features never make the AI deepfake any random person or thing by themselves; they get told by humans. The problem is not in the technical features but in the people who are using it for the wrong purpose. AI deepfakes are beneficial to many places, but they are also dangerous for a lot of people. Being aware and making people aware is the only solution to deal with it in the long term.
