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August 31, 2022


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August 30, 2022

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Deepfake is one of the most sophisticated as well as terrifying inventions that has become possible due to great advancements in artificial intelligence (AI), machine learning (ML), and other IT sectors. The origin of a deepfake can be traced back to 2017 when a user posted pornographic videos on Reddit and replaced the faces of the actual porn stars with celebrities.
Since then, the concept of deepfake, especially celebrity deepfakes, has continued to become more and more popular as deepfaked videos of various celebrities like Kylie Jenner, Tom Cruise, Taylor Swift, and many others have been released.
In this article, you will get to know all about celebrity deepfakes and the basic working of deepfake technology that has both pros and cons.
The term 'deepfake' itself originates from the combination of 'Fake' and 'Deep Learning'. The purpose of deepfake technology is to superimpose face images of a target person onto a source person to create a fake video. Due to the great advancements in AI, most people cannot distinguish fake videos from real ones.
Now that you are familiar with the basics of deepfake, you will be able to understand its fundamental working procedures as well.
An autoencoder is the foundation of deepfake technology. An autoencoder is a deep neural network that understands how to take an input, compress it into a manageable representation or encoding, and then regenerate the original input from this encoding.
The network is forced to construct these pictures rather than just returning what it sees when there is congestion in the middle. The encodings aid in capturing more extensive patterns.
A deepfake celebrity video typically makes use of two ML models. The forgeries are made by one model using a database of example movies, while the other model attempts to determine if the video is indeed a fake. The deep fake is likely convincing enough to a human viewer when the second model can no longer determine if the video is fake. The term "generative adversarial network" refers to this method (GAN).
When given a huge data set to work with, GAN performs better. That is why politicians and Hollywood stars are often seen in the early deepfake films. GAN can leverage its extensive video library to produce very lifelike deepfakes.
If used correctly, deepfake can be a highly useful tool. Deep learning has myriad applications in complex real-world problems such as big data analytics, computer-vision perception, and state-of-the-art control systems.
However, the cons of deep learning and especially deepfake images and videos cannot be ignored as they pose a serious threat to individuals' privacy as well as the stability of the ML-based systems.
While on an individual level, celebrity deepfakes have the potential to damage a celebrity's reputation to a great extent as the majority of people are likely to believe such videos and images and not verify them.
Yet, swapping faces and celebrity deepfakes are beneficial in the entertainment industry. Numerous movies and TV series have started using deepfake technology for shooting purposes and to de-age the celebrities as per the narrative.
For instance, Disney's The Mandalorian , a highly popular Star Wars series, used deepfake technology to de-age the actor Mark Hamill to allow him to play the younger version of the character Luke Skywalker.
Other than the big-budget movies and series, many fans and avid film watchers also continue to use deepfake technology to create different types of deepfake celebrity videos.
Let's explore some of the other specific examples of celebrity deepfakes.
In 2021, videos of "Tom Cruise'' went viral on the popular social network TikTok. He was seen doing different types of coin tricks and goofing around, which is unlikely for the Hollywood star. After a few videos, users realized that these were deepfake videos, and the doppelganger was using advanced AI and deepfake technology to mimic Tom Cruise's face as well as voice.
Comedian Jordan Peele and Buzzfeed invested over 70 hours in creating a deepfake video of President Obama. Computer scientists at the University of Washington used neural networks AI to model the shape of President Obama's mouth and used his previous public addresses to create the voice.
As Netflix and other streaming services compete for your attention, the entertainment sector is now experiencing a great transformation. In light of this, Collider created a funny celebrity deepfake featuring the voices of Tom Cruise, Robert Downey Jr., George Lucas, Ewan McGregor, and Jeff Goldblum debating streaming and the future of film.
While some deepfakes aim to deceive the audience, Better Call Trump: Money Laundering 101 is a pure satire. In this video, Donald Trump is introduced as corrupt attorney Saul Goodman using a clip from the wildly successful Breaking Bad television series.
In the sequence, Aaron Paul's character Jesse Pinkman is taught the fundamentals of money laundering by Goodman. Jared Kushner, Donald Trump's deepfaked son-in-law, replaces Paul in the deepfaked scenario to give it a more realistic feel, making the spoof seem almost intimate.
Deepswap is a popular free deepfake online tool that allows you to swap faces within seconds without being familiar with the technicalities of deepfake technology. A lot of people use it to create celebrity deepfake.
Let's explore some celebrity deepfakes made by Deepswap.ai .
This video of Taylor Swift playing tennis is one of the many examples of such celebrity deepfakes. Here, we can see Taylor Swift as a tennis coach rather than a singer.
Here, we can also see a deepfaked video in which Scarlett Johansson is in an alluring swimsuit.
There are various other deepfake videos of celebrities like Kylie Jenner , Emma Watson , and many others.
Generally, it is easier to create celebrity deepfakes and target high-profile individuals because a lot of material, in the form of video and audio, is available about the public figures. As a result, it becomes easier to train the AI models.
However, it is important to note that with the rising trend of taking and uploading selfies and further advancements in AI and ML, it is becoming possible to create a deepfake of an individual even with a limited amount of data.
Therefore, legislation should be in place to prevent the malicious use of deepfake technology rather than banning it altogether, considering its great value in the entertainment industry.
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AI USERS have created disturbing pornographic images and celebrity deepfakes using a leaked program.
AI -generated NSFW content has found a home in the seedy corners of the internet and developers are taken aback at the corruption of their system.
Stability AI, the developer house that created the model, deployed 15,000 beta testers and researchers to experiment with their text-to-image tool.
The model was leaked, and in the time since "people have been hard at work churning out the horniest stuff possible," Vice writes.
Reddit channels solely dedicated to AI-generated pornography popped up in droves.
The channels were subsequently dismantled by Reddit, but not before thousands of people flooded the threads.
“There is a novelty in experiencing NSFW content generated by AI,” a Redditor told Vice.
“It’s almost a little bit taboo to view it knowing it’s been generated by a robot," they continued.
AI-generated porn could be viewed by some as a victimless crime, since the subjects do not actually exist and many of the images are crude, unrealistic renderings.
Vice reported that generating unrefined, nude images has kept AI users entertained, but the inevitable development of NSFW celebrity deepfakes has AI ethicists concerned and without an answer.
Stability AI cautioned users against creating NSFW content with their model.
"Don't generate anything you'd be afraid to show your mother," the company shared in a tweet .
"If you want 18+ make it on your own GPUs when the model is released."
"Breaking #2 means you hate #OpenSource & love closed systems," Stability AI's warning concluded.
When the model went live for the public on Monday, Stability AI wrote "We hope everyone will use this in an ethical, moral and legal manner and contribute both to the community and discourse around it," in a press release .
AI has made human existence an easier experience, but if program-generated pornography is any tell, AI has also inhibited some of our most basic instincts with little boundary.
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Deepfakes -- the art and science of deceptive video editing -- is all over the news , and for good reason. The world's biggest entities, such as Facebook, are starting to call them not just a cute trend but an actual threat to America . Here are 26 deep fakes that make that point beautifully. Some are uncanny. Some are hilarious. But they're all worth paying attention to... if you can figure out who is who.
This video from deepfake video maker DrFakenstein takes your favorite goth girl, Wednesday Adams, and replaces her face and voice with that of popular sitcom Parks and Rec's Ron Swanson.
DrFakenstein credits AI audio studio Stable Voices for Swanson's delivery of Adams' monotone and morose dialogue. 
Michael J. Fox played the iconic Marty McFly in the 1985 comedy Back to the Future. But what if the know-it-all teen was played by one of today's heartthrobs? Say... Tom Holland?
This deepfake video brought Tom Holland back to the future using DeepFaceLab and Hitfilm Express 13 softwares.
YouTube channel Ctrl Shift Face morphed ace attorney Saul Goodman's face into Donald Trump's, so you could have a mind-bending experience watching this scene about money laundering from Breaking Bad.
To turn Saul's voice into Trump's for this video , Ctrl Shift Face dubbed over Bob Odenkirk in the Breaking Bad episode Kafkaesque with AI-created voices from the AI audio studio Stable Voices . 
This freaky deepfake video of Bill Hader's face morphing into the people he's mimicking has more than six million views. 
Ctrl Shift Face credits DeepFaceLab software for creating the almost seamless transitions between faces. 
"I'm equal parts impressed and equal parts terrified of this technology..." commented one YouTube viewer. 
If you've ever wondered what Dirty Harry would be like if Arnold Schwarzenegger were the star, here's your chance. 
This iFake video put Schwarzenegger's face on Clint Eastwood's body. The creators credit impressionist Joe Gaudet for the excellent Governator voice over. 
If you were a die-hard Game of Thrones fan who was disappointed by the series ending, this video is for you. 
This Game of Thrones deepfake makes Jon Snow apologize for season 8. YouTube channel Eating Things With Famous People created this hilarious video. Snow admits, "When the Starbucks cup is the smallest mistake, you know you f***** up." 
If you thought this classic Christmas movie could be improved by adding Sylvester Stallone, congratulations! The folks at YouTube channel Ctrl Shift Face created this terrifying deepfake video exactly for someone like you.
Yo, Adrian! Merry Christmas, ya filthy animal. 
The first few seconds of this Buzzfeed-released viral video of Barack Obama fooled a lot of people. But if you watched long enough, you learned a valuable lesson from one of Hollywood's creepiest filmmakers. 
Peele and Buzzfeed created this video to bring attention to the growing problem of fake-news videos. This deepfake was made with Adobe After Effects video software and an AI program called FakeApp. 
Quite a few deepfakes of House Speaker Nancy Pelosi made the rounds in 2019. They fooled a lot of people, including President Donald Trump . Although most of Pelosi videos have been taken down, a few can still be found online.
CBS News reports that the Worldwide Threat Assessment said "Adversaries and strategic competitors would likely attempt to use deepfakes to influence campaigns in the U.S. but they could also be used for other nefarious reasons."
Actor and impressionist Jim Meskimen filmed himself doing various impressions and transformed his face to match with the help of fellow YouTuber SHAM00K. 
His impressions included such greats as Colin Firth, Bryan Cranston, Robert De Niro and more. 
"Much of the credit here goes to Sham00k, who initially approached me (from England) and suggested a collaboration. He is the mastermind behind the mind-blowing, face-morphing effect here," Meskimen wrote in a comment on his video. 
The YouTube channel TheFakening created probably the weirdest deepfake ever when it superimposed Elon Musk's face onto the babies of a viral YouTube video called "Cutest Baby Montage Ever."
This roundtable , facilitated by the website Collider, includes all your favorite actors. But guess what: It's actually fake.
Celebrity impersonators provided the bodies and the voices while video technology provided the faces. 
Doesn't that look just like Tom Cruise? Well, it's not!
Collider also wants you to envision what bad boy billionaire superhero Tony Stark would be like if he were portrayed by Tom Cruise. 
In this deepfake , video technology and a clever voice-over take Cruise from Rain Man to Iron Man. 
This deepfake video from video-slash-marketing shop Corridor Digital went viral because quite a few YouTube viewers believed it was real. 
But spoiler alert: It's totally fake (and totally awesome). On the video's YouTube page, Corridor wrote, "This video was created using Deepfake technology. If the double-360-neck-snap didn't give it away: THIS ENTIRE PIECE WAS STAGED."
An AI George Lucas introduces this Collider-made deepfake of Leonardo DiCaprio as Anakin Skywalker in various Star Wars films. 
"The fact that you can add someone's face like that is just insane!" wrote a YouTube commenter. 
Advertising company Canny made this deepfake of Facebook CEO Mark Zuckerberg by using CannyAI's video dialogue replacement (VDR) technology. It went viral and made headlines for how many people it duped. 
Did you know that Will Smith was originally offered the role of Neo in The Matrix but turned it down? Thanks to a deepfake video by YouTuber Shamook , you don't have to wonder what it would've been like. 
Will Smith's face is superimposed onto Keanu Reeves' body in this deepfake video.
Mia Sorvino portrayed Marilyn Monroe in the 1996 TV movie Norma Jean & Marilyn. 
The YouTube account DeepHomage superimposed Monroe's face on Sorvino's body to make the made-for-TV film more true-to-life. 
Cage was almost cast as Superman in the '90. Here you can see him as the superhero's love interest, Lois Lane . "That is convincingly realistic," wrote a reviewer.
Poor Oprah. DrFakenstein crafted this masterpiece with Mike Tyson's face on Oprah's body. 
Oprah/Mike Tyson's guest in the video is none other than her BFF, Gayle King, with the superimposed face of rapper Snoop Dogg. You get a deepfake! And you get a deepfake!
Maybe you've never noticed how much Paul Rudd and Jimmy Fallon look alike, but bunches of YouTubers are pointing to this deepfake as proof.
MIT Technology Review Editor-in-Chief Gideon Lichfield interviewed a deepfake "Vladimir Putin" on stage at MIT's EmTech conference to show how the technology can be used in real time. 
What would The Room be like starring Brad Pitt? Ctrl Shift Face answered that question for us with this deepfake video . 
But does Pitt's face superimposed over star and director Tommy Wiseau's make it more watchable? 
The folks behind the YouTube channel TheFakeReport recast The Shining with Brad Pitt and Angelina Jolie. 
How strange is it to hear Shelley Duvall's voice coming out of Angelina Jolie's mouth?
Designer Ben Marriott reimagined Willem Dafoe as Rick Sanchez from the cartoon series Rick and Morty, using the animation software Maya.
In the original clip, Willem Dafoe plays the Green Goblin from 2002's Spider-Man movie. In the deepfake, he's taken on Sanchez's hair, eyebrows, eyes and signature drool. 
You may recognize this criminal duo from the Austin Powers series.
In this deepfake video by Life2Coding, their faces have been swapped with Donald Trump and Vladimir Putin, as seen in this collection of deepfake videos . 

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Kylie Jenner's deepfake video made by DeepSwap 3. A Shinning Landscape of Margot Robbie From stunner to Harley Quinn, Margot Robbie will never let you down. In the deepfake video, she is still a dazzling landscape. Green suits her perfectly, right? Margot Robbie's deepfake video made by DeepSwap 4. The Hot Attack of Spiderman's Girlfriend
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A deepfake celebrity video typically makes use of two ML models. The forgeries are made by one model using a database of example movies, while the other model attempts to determine if the video is indeed a fake. The deep fake is likely convin
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