Deepfakes are a new and growing threat in today's digital age. They have manipulated videos that use artificial intelligence and machine learning algorithms to create realistic images and sounds of people doing things they never actually did. By this time, it’s quite a big chance you have already seen deepfake videos of Barack Obama, Donald Trump, and many other political figures or even movie celebrities. There are already a lot of platforms where you can make that type of video and technology is getting better from time to time, so it’s becoming quite difficult to identify fake from real.
They can be used to spread fake news, damage reputations, and manipulate public opinion. One of the most common uses of deepfakes is in the creation of fake pornography. Deepfake producers may produce incredibly realistic simulations of sexual interactions that never took place by applying deep learning algorithms to superimpose the faces of celebrities or other people onto the bodies of pornographic actors. This technique, known as "deepfake porn," has become a major problem in recent years since it may be used to harass, intimidate, and destroy the reputation of the person targeted. As for the celebrities, their highly paid agents and lawyers are working to prevent or delete all compromising videos and images but what about defenseless citizens who don't even know that their faces can be used in such a way? And it’s quite a frequent revenge mechanism from the ex-boyfriend or girlfriend to shame the ex-partner.
So here are some tips to identify deepfake and also, find self-images that are deepfaked.
1. Look for inconsistencies in facial features
Deepfake algorithms are not always perfect and may introduce subtle inconsistencies in the facial features of the manipulated video or image. Look for asymmetries in the face, unnatural movements of the eyes or mouth, or distortions in the shape of the face.
2. Check for discrepancies in lighting and shadows
Because deepfakes are created by superimposing one image onto another, there may be discrepancies in lighting and shadows that can give away the manipulation. Look for inconsistencies in the brightness and contrast of the image, or shadows that do not match the surrounding environment.
3. If it's video, Listen for inconsistencies in audio Deepfakes can also be used to manipulate audio, such as by altering the speech of a person or creating fake voices. Listen carefully to the audio of the video, and look for unnatural pauses, glitches, or other anomalies that could indicate manipulation.
Check the source of the video or image: Deepfakes are often created by individuals with malicious intent and may be spread through untrustworthy sources or social media channels. Before trusting the authenticity of a video or image, check the source and do some research to verify its authenticity.
4. Use deepfake detection tools
The actual and quite ironic fact is that the easiest way to detect deepfake it’s possible with the help of AI. There are now several deepfake detection tools available online that can help you identify whether a video or image has been manipulated. These tools use advanced algorithms to analyze the content of the media and look for inconsistencies or patterns that indicate manipulation.
Now, if you want to find your images through the web and check if somebody used our images for deepfake, the perfect tool for that, will be pimeyes. You can upload your image, and it will find your photos that are appearing on the internet. The way facial recognition search PimEyes works is that it crawls the public Internet, finds photos of faces, and then creates “face fingerprints” by indexing their parameters. Unlike regular reverse image search engines, such as Google Images, it only focuses on the face in a picture, which is why it is a more effective face finder when it comes to finding photos of people and the results presented are more accurate. So that means, if somebody used your images and created a deepfake, search results will show you the exact images and even give you direct links so you can find the source. Additionally, If you become a subscriber to PROtect plan, pimeyes team will help you to remove these images from the websites.
Be aware of how your images are used. Start your reverse face search now:
Use PimEyes to find out if someone has used your photo to create a fake profile