The emphasis should shift towards multi-factor and multi-modal authentication, including behavioral biometrics, which are more challenging to replicate with deepfakes. r/MikhailaPetersonSFW: For those that appreciate the beautiful Mikhaila Peterson. Countering deepfakes with law. Share. This article will showcase 10 examples of the most engaging celebrity deepfake videos. Deepfakes are like digital magic tricks. This culminates in a decreased legitimacy of collective decisions taken, which is additionally threatened by pervasive (but mostly speculative) fears of deepfake election manipulation. Deepfakes have inspired dread since the term was first coined three years ago. A deepfake video is made using artificial intelligence technologies, like programs that can be used to replace or synthesize faces, speech or expressions of emotions. Anyone interested in creating deepfakes can quickly access a plethora of free and paid-for face-swapping apps available in the Google Play and Apple App stores, making it easy for anyone to upload. We would like to show you a description here but the site won’t allow us. 2 In January 2023, a famous Twitch streamer “admitted to buying and watching deepfakes from an account that makes non-consensual, sexually explicit AI. Deepfake technology uses artificial intelligence techniques to alter existing or create new audio or audio-visual content. Jeff Pollard, VP, Principal Analyst. ”. Improving media literacy will help people sort disinformation from genuine facts and manage risks posed by deepfakes and cheap fakes. A deep dive into deepfakes. Deepfakes are realistic videos created using new machine learning techniques rather than traditional photographic means. 49 mins. A deepfake is a video, photo, or audio recording that seems real but has been manipulated using artificial intelligence (AI). ”. The systemic approach adopted in this study seeks to avoid one-sided assessments, by providing an objective analysis of the interrelated aspects of the development and use of deepfakes. 4985 regulates deepfakes that depict candidates in the days leadingup to an. The bill would allow prosecutors to charge people with up to five years in prison and $10,000 in fines for disseminating deepfakes. They fooled a lot of people, including President Donald Trump. Jun 27 2023. In Europe, there’s Fullfact, the BBC’s Reality Check, and the Agence France Presse Fact Check. 309 makes it a crime to create, distribute, or threaten to distributedeepfake porn. DeepFakes refer to face multimedia content, which has been digitally altered or synthetically created using. They can also benefit from advanced text-to-speech tools. Clarke said her bill, which would require deepfakes to bear watermarks or identifying labels, was “a protective measure. This culminates in a decreased legitimacy of collective decisions taken, which is additionally threatened by pervasive (but mostly speculative) fears of deepfake election. Deepfakes ( portmanteau of "deep learning" and "fake" [1]) are synthetic media [2] that have been digitally manipulated to replace one person's likeness convincingly with that of. The guidance also provides a set of. Various deepfake videos are also common. Erik Carter / The Atlantic. Erik Carter / The Atlantic. The internet has been abuzz with speculation and rumors surrounding 16-year-old TikTok star Mikayla Campinos after an explicit video was leaked online without her consent. This chapter aims to analyze the current practice of MUD, its role in destabilizing psychological security and political stability. Deepfakes can be detected in a variety of ways, and this is only one of them. Name Mikayla Murphy Alternative Name(s)Mikailadancer Instagram URL Login • Instagram Onlyfans URL OnlyFans TikTok URL TikTok Youtube UR. Deepfake technology operates through a complex interplay of two key algorithms: a generator and a discriminator. While earlier there were photoshopped face swaps, now there are lip sync deepfakes. Deepfakes produced today are used in alarming ways. edu. Deepfakes are forged images, audio, and videos that are created using Artificial Intelligence (AI), and Machine Learning technologies. With the development of technology, deepfake has been widely known to the public. com. Published on Jan. Our community has been around for many years and pride ourselves on offering unbiased, critical discussion among people of all different backgrounds. The original movie was released in 1982 and the actress is now much older. Martin) Sixteen-year-old M. Deepfakes are receiving much attention because of their potential for use and abuse, and the fear that they might influence election campaigns because of their ability to create a hard-to-detect alternative reality. The advent of deepfakes calls for revisiting and reinforcing security protocols. It has some non-malign purposes — such as satire and gaming — but is increasingly used by bad actors for bad purposes. 2 million fans on TikTok before it was deactivated in 2023. This is also known as voice conversion (or “voice cloning” if you’re creating a full digital copy of it). Systems designed to detect deepfakes -- videos that manipulate real-life footage via artificial intelligence -- can be deceived, computer scientists showed for the first time at the. Stability AI. Summary. Deepfakes are manipulated images or videos created using machine learning (ML) and artificial intelligence (AI) algorithms to replace someone’s face or voice with another person’s, creating a. By Matteo Wong. This move follows the circulation of a deepfake video featuring actress Rashmika Mandanna on social media, prompting criticism from. From what we know about machine learning and neural networks, that would be a very difficult, let alone time-consuming, task. Deepfakes, however, can be misused since there are no legal rules surrounding it. Deepfakes ( portmanteau of "deep learning" and "fake" [1]) are synthetic media [2] that have been digitally manipulated to replace one person's likeness convincingly with that of another. However, the malicious use of. Solutions to the deepfake problem will likely differ between the. H. This special issue sought out the first generation of deepfake research that examines the psychological, social, and policy implications of a world in. December 20, 2022. To understand the nuances of deepfakes, and the technology used in them, HerZindagi spoke to Amit Jaju, a global cybersecurity expert. It's a deepfake Mollick himself created, using artificial intelligence to generate his words, his voice and his moving image. social on Bluesky @samfbiddle on X. With just a. The technology developed. Image: Shutterstock / Built In. ation [12, 64] and detection of deepfakes [37, 47]. BBC World Service. Biometrics such as face and voice recognition. It seems the video has since been removed from social media platforms, although there are. popular trending video trivia random. There two overviews of how deepfakes work in this article: one for the layperson, and one for the technically-minded. By reviewing the background of deepfakes and state-of-the-art deepfake detection methods, this study provides a comprehensiveModi also warned that deepfakes can cause a big crisis and even stoke the fire of disaffection in a diverse society like ours. Abstract. She has a good decent fan following on Instagram, Snapchat, and TikTok. Showing Editorial results for michala banas. The Centre has said that the creation and circulation of deepfakes carry a strong penalty - Rs 1 lakh in fine and three years in jail. “A new crisis is emerging due to deepfakes produced through. Reface (formerly Doublicat) is one of the most popular deepfake apps, best known for its face-swapping functionality. AI-Generated synthetic media can be very empowering and a great enabler. Indeed, deepfakes get their very name from the ur-example of the genre, which was created in 2017 by a Reddit user calling himself r/deepfakes, who used Google's open-source deep-learning library. No credit card is required to use the demo. Imagine the impact of a deepfake Anthony Fauci video telling people. This is a free and open-source Deepfake software that allows for multiple algorithms to get the expected result. The wider academic community learned about deepfakes in 2016 when Justus Thies and his colleagues presented their research on real-time face capture and re-enactment at the Conference on Computer Vision and Pattern Recognition (Thies et al. Deepfakes are a type of manipulated media created using artificial intelligence technologies []. S. A 2019 report by deepfake monitoring firm Sensity AI found 96% of deepfake images were non-consensual pornography. For starters, does the audio sync to the person’s mouth movements? In a video rated Pants. Back then, it was like a joke. These attacks can be devastatingly effective. The amount of pornography and deepfakes in the search results for the three female TikTok stars was striking compared to even mainstream actresses who are popular deepfake targets, like Emma Watson. One of the latest much debatable incidents was in the use of a deepfake voice in the documentary film. There is growing concern over deepfakes’ ability to spread misinformation and damage reputations. The deepfakes — a combination of the terms “deep learning” and “fake” — were created by visual and AI effects artist Chris Umé with the help of a Cruise stand-in, actor Miles Fisher. Tough laws as crucial as social media literacy to combat deepfakes. Deepfakes can give people a voice, purpose, and ability to impact scale and speed. While the Real Mikayla Campinos Video may have mesmerized viewers, it also highlights the potential dangers associated with deepfake technology. We present extensive discussions on challenges, research trends and directions related to deepfake technologies. BBC World Service. The embedded message could be employed to represent the identity of facial images, which further contributed to DeepFake detection and provenance. Produced by Graham Messick and Jack Weingart. They also provoke similar societal responses. “The distress of deepfakes is as bad as revenge porn,” she says. Another way to detect the deepfake from the real is to use cybersecurity best practices and a zero trust philosophy. One way to spot a deepfake is to look for a change in skin tone between a person's face and. Reface—the most fun deepfake app to use. With increasing political tension and criminal activity, deepfakes can be used maliciously. When something seems. 1 However, with new deepfake technology, women are being subjected to this atrocity on an entirely new level. If you have seen former US. Virtual deepfakes contain limited types of scenes, only a few persons (most of the time, a single per-Deepfakes designed to bypass biometric authentication. Her videos attracted 3. Caroline Quirk. With AI-generated deepfakes getting easier to produce, they are already being used to social engineer trained employees and bypass security controls. The growing commercialization of deepfakes will bring new challenges to the Asia-Pacific’s information space. These deepfakes may not fool everyone, but it’s still a cultural tipping point we aren’t ready for. Audio-visual. "The media and consumers, rightfully so, can clearly see the risks associated. Bollywood actor Rashmika Mandanna. The. The Fan community hub of the Famous TikTokker/Content Creator Mikayla Campinos! Join the server now! | 27097 members. However, the following sections are majorly affected by how it works with Facewap. Deepfakes combine existing images, video, or audio of a person in AI-powered deep learning software that allows for manipulating this information into new, fake pictures, videos, and audio recordings. Deepfakes may occasionally exhibit distortions or misalignments in these features, which can be a sign of manipulation. Trends. Credit: UCC/Max Bell. The “Preventing Deepfakes of Intimate Images Act” would make the sharing of nonconsensual deepfake pornography illegal. Maintain global consistency while keeping face similarity largely unchanged. Mikayla Campinos: her birthday, what she did before fame, her family life, fun trivia facts, popularity rankings, and more. Textual deepfakes;. The bill would allow prosecutors to charge people with up to five years in prison and $10,000 in fines for disseminating deepfakes. 99% of those targeted women. But he had to spend. Last year, a video of an African nation Gabon’s President Ali Bongo led to an ultimately unsuccessful military coup as doubts were raised about the well-being of the President because the video was believed to be deepfake. Several US government agencies on Tuesday published a cybersecurity information sheet focusing on the threat posed by deepfakes and how organizations can identify and respond to deepfakes. Deepfakes -- the art and science of deceptive video editing -- is all over the news, and for good reason. However, any regulation of speech and expression in the United States implicates the First Amendment. I mentioned that 90% of deepfakes are porn; 90% of those deepfake porn. Lee uses free, open-source software to create his deepfakes. 34% from 2023 to 2028. Deepfakes are being investigated for their use in anonymising participants of video-based group therapy; creating custom avatars of physicians or teachers that are more compelling for viewers; or. Double and triple check the source of the message. The most common way of creating deepfakes is using Generative Adversarial Networks, where two algorithms are pitted against each other to produce synthetic and realistic media. Verify whatever you see. A Scarcity of Empirical Research. Her videos attracted 3. Les « deepfakes », ces fausses vidéos créées pour nous influencer. Because of their knowledge, technical experts are in the best position to identify the limitations of deepfakes and recommend ways that viewers and fact checkers can learn. To produce deepfakes, one computer model acts like the counterfeiter and tries to create an artificial face based on example images. e. I. In 2019 alone, cybersecurity specialist. The software is fed images, video, and voice clips of people that are processed to “learn'' what makes a person unique (similar to training. Forums. IFlytek has since been added to a. Deepfakes are videos that swap one person's face for another, so that people can be shown doing and saying things they didn't say or do. In these. “Deepfakes are realistic, and their impact is compounded by the growth of the fake news. Dipesh June 4, 2023. Deepfakes involve the manipulation of images or videos using AI and computer vision. Also called “synthetic media,” deepfakes are worrisome enough to warrant an FBI bulletin warning that “malicious actors almost certainly will leverage synthetic content for cyber and foreign influence operations in the next 12-18 months. The term “deepfake” comes from the combination of “deep learning,” a type of machine learning used to create the media, and “fake. But what exactly is a deepfake?Contact the author: Sam Biddle sam. Edited by Michelle K. The articles, based solely on Mikhaila’s account, outline a number of extreme circumstances and medical reactions that supposedly led Peterson to seek detox treatment in Russia. By mimicing neural activity, deepfakes have the promise to help people with disabilities. How Deepfakes Are Created. Watermarking information to detect manipulation is another technology-based technique. Deepfakes impact the information consumption experience and have already created negative consequences in society. Deepfakes refer to videos or images that have been manipulated to appear authentic, even when the content itself is fabricated. Broad concern around the idea of video forgeries began in late 2017 when computer software was used to superimpose celebrities into porn by using computer software. DeepFake Video Creation Tools. Ethical Deepfake Maker. At first, most thought it was a hack. Candidates in a political campaign can be targeted by manipulated videos in which they appear to say things that could harm their chances. VMware states that. This article will showcase 10 examples of the most engaging celebrity deepfake videos made by DeepSwap. [2] Deepfakes have been deployed as weapons to harass women in the form of revenge porn [3] and for political campaigns to manipulate viewers,. She is also alarmed by deepfakes. Here we look at the good, the bad, and the ugly of deepfakes in today's and tomorrow's world. Available for over a year. To create a persuasive deepfake, a gaming-type GPU, costing a few thousand dollars, can be sufficient. We are a group of communication designers that have created this project to demonstrate our research into making our own deep fake, and to communicate the signs you can spot to identify them. Currently, deepfakes in isolation are a small component of the overall suiteDeepfakes are potentially threatening to the individual and to the state. "The media and consumers, rightfully so, can clearly see the risks associated. Deepfakes pose a serious threat to businesses and individuals alike. Mikayla Campinos, a renowned social media personality hailing from Canada, has established herself as a prominent figure within online communities. Deepfakes, a portmanteau of “deep learning” and “fake,” are fake images, video, audio, and text content that appear to be real. Also Read "Mission Continues": Sam Altman Reacts To Satya. Tech companies have spent years trying new tools to spot manipulations such as deepfakes. Mikayla Campinos (@mikaylacampinos) • Instagram photos and videos. Fraudsters can use this technology to perpetrate scams, misrepresent brands, damage reputations, or manipulate sensitive information. Deepfakes are artificially manipulated audio-visual material. Poor-quality deepfakes are easier to spot. I. Mikayla Campinos Recoil leaked video went viral on multiple social media platforms, including Reddit and Twitter. She has a good decent fan following on Instagram, Snapchat, and TikTok. The Russia-Ukraine crisis has given rise to the reality of political deepfakes, once considered a dystopian scenario. Due to the growing concerns over deepfakes, there is a recent surge of interest in de-veloping deepfake detection models, and to this end, var-*Equal contribution Figure 1. Europol warns that fake videos risk destroying public trust in information and leaving people unable to determine fact from fiction. In the movie, producers created a young cloned digital double of actress Sean Young’s character, Rachael. Debates over election agency’s jurisdiction threaten feasibility. Mikayla, who boasts over 3 million followers on TikTok, found herself embroiled in controversy as people began questioning the authenticity of the video and some even falsely. In the same year, Virginia banned deepfake pornography. Mikayla Campinos Onlyfans Leaked Fanfix Tape Video. Advertisement. To generate a deepfake, the decoder for the target draws the target image with the source's latent features (expressions), and voila! We have a deepfake image. The articles, based solely on Mikhaila’s account, outline a number of extreme circumstances and medical reactions that supposedly led Peterson to seek detox treatment in Russia. Deepfakes make misinformation seem legitimate, because the created videos can make it seem like it’s coming from a credible source. Deepfakes refer broadly to media doctored by AI, commonly to superimpose a person’s face onto that of, say, an actor in a movie or video clip. Mikayla Campinos Recoil leaked video went viral on multiple social media platforms, including Reddit and Twitter. Facebook Twitter LinkedIn Pinterest Reddit WhatsApp Telegram. For cyber security purposes, they should be viewed as related, because the malicious potential of deepfakes intensifies when they are used as the focal point of social engineering schemes. Here we look at the good, the bad, and the ugly of deepfakes in today's and. Continue readingDeepFakeTo make matters worse, he’d exposed the existence of those deepfakes to countless thousands of people; Ewing has more than 300,000 followers on Twitch alone. Get the full video with link and details below. Examples of deepfakes include fake Tom Cruise videos on TikTok and many others. Deepfakes are fast becoming a problem and are used by threat actors to spread misinformation online. Criminals have begun to use deepfakes for fraud, blackmail, and. Deepfakes use a form of artificial intelligence called deep learning to make images of fake event, hence the name. Actors unions have been fretting over deepfakes for decades. regarding deepfakes pending on the floor of the House of Representative and the Senate. Mikayla Campinos is a well-known social media personality famous, mainly on TikTok, where she shares various content. In January 2023, the UK television network ITV brought us the first ever TV “deepfake comedy”: Deep Fake Neighbour Wars. Mikayla Nogueira is at the center of another controversy on TikTok, this one stemming from claims that she is faking her distinctive accent in videos. Microsoft launched a tool earlier this month to allow politicians and campaigns to authenticate and watermark. 23, 2023. December 20, 2022. It features a wealth of photos, videos, and GIFs spanning a vast selection of themes to choose from—cringe, artistic, festive, spooky, funny, or futuristic. The technology has seen a meteoric rise in use as the AI technology that underpins it has continued to develop. images or videos of a subject — to construct a three-dimensional model of a person, according to Villasenor. China has launched new rules around deepfakes and the European. Texas was the first, banning deepfakes designed to influence an election in 2019. , 2016). Another risky deepfake trend is content created and used to bypass biometric verification. In addition to the. Tesla's deepfake. Available for over a year. Ms. Deepfakes research includes many different research areas. The Indian government has issued an advisory to major social media companies to identify and remove misinformation, deepfakes, and other rule-violating content within 36 hours after being reported. To become law, the bill must. It reduces women to sexual objects causing emotional distress, and. For example, in 2018, a fake video showed Barack Obama scolding Donald Trump, which became viral. The premise is that we meet a crew of sofa-loving TV addicts. Still, those threats remain largely hypothetical. It took mere hours for some viewers. As. r/TwitchGoneWild_: Your favorite spot for Twitch/YouTube streamer nudes & more This tort could likely be used against the creators or proliferators of deepfakes so long as the four criteria are established on the facts. r/celebrityfacial: All posts must include a celebrity with cum on their face| No tributes| deepfakes allowed| post caption must feature celebrities. Dealing with deepfakes – an interdisciplinary examination of the state of research and implications for communication studies_Godulla_Hoffmann_Seibert_20Mikayla Campinos Death. Deepfakes are extremely convincing fake images and videos created through the use of artificial intelligence. “For discovery purposes. Discover how deepfakes work and the visual clues you can use to identify them. Use deepfakes for good. Effective democratic discourse requires that voters start from the same foundation of facts, but deepfakes can lead individuals to live in their own subjective realities and exacerbate social divisions. 1 Introduction. By contrast, audio deepfakes are created by first allowing a computer to listen to audio recordings of a targeted victim speaker. We are working every day to make sure our community is one of the best. Some explicit examples include: o LinkedIn experienced a huge increase in deepfake images for profile pictures in 2022. S. The Forum. Both types of threats use the same communication vector and the same technology. ”. B. S. Deepfakes are a type of synthetic content, generated with the aid of artificial intelligence, that can depict scenes and events that did not happen. New Delhi: After a deepfake video of actor Rshmika Mandana went viral, the Centre on Tuesday issued an advisory to social media platforms. Find posts and comments with her latest photos, videos, and updates, and join the discussion with other redditors. ElevenLabs is the same voice-cloning tech that has been used to make believable deepfakes—of a rude Taylor Swift, of Joe Rogan and Ben Shapiro debating Ratatouille, of Emma Watson reading a. The AI systems involved in creating deepfakes (for example, DeepFaceLab software on GitHub) employ deep generative modelling, which is a recently developed set of techniques that uses probabilistic models and neural networks to build generative models and learning algorithms, which are then used to construct the realistic modified imagery. Now, they’re being used to impact the. Other deepfakes can be made by teaching the A. And fine details, such as hair, are. But suddenly happened this with her. Read: ‘ The biggest threat of deepfakes isn’t the deepfakes themselves ’ at MIT Technology Review. Most deepfake videos involve the production of a fake "face" constructed by AI,. Deepfakes are videos and images that have been digitally created or altered with artificial intelligence or machine learning. The 21st century’s answer to Photoshopping, deepfakes use a form of artificial intelligence called deep learning to make images of fake events, hence the name deepfake. Special Operations Command, or. 30pm every day of the year. Two years later, he wrote an article about deepfakes, “The Epistemic Threat of Deepfakes. The underlying technology can replace faces, manipulate facial expressions, synthesize faces, and synthesize speech. Why are deepfakes used? According to a Deeptrace reports, pornography made up 96 per cent of deepfake. Search instead in Creative? Browse Getty Images' premium collection of high-quality, authentic Michala Banas photos & royalty-free pictures, taken by professional Getty Images photographers. The couple got married back in 2017 but she announced their split through an Instagram post in 2021 according to The Focus . Deepfakes, especially realistic looking ones, are very labor intensive. The states of Virginia and Texas. Easy access to audio-visual content on social media, combined with the availability of modern tools such as Tensorflow or Keras, open-source trained models, and economical computing infrastructure, and the rapid evolution of deep-learning (DL) methods, especially Generative Adversarial Networks (GAN), have made it possible to generate deepfakes to disseminate disinformation, revenge porn. Mikayla Demaiter, who used to play in the PWHL as a goaltender but is now a full-time Instagram model, has had a successful career transition, and she was forced into it. The Clinton and Biden deepfakes - realistic yet fabricated videos created by AI algorithms trained on copious online. While this technology can be used for harmless entertainment, it can. Creating a deepfake today requires the use of a graphics processing unit (GPU). Share your pre-trained deepfake models here to help others get started. Beyond TikTok, Brooke Monk. "The term deepfakes has definitely had a negative response in terms of capital investment in the sector," he says. Deepfakes are created using machine learning algorithms that analyze and manipulate existing images and videos to create realistic but fake content. However, this creates a much more realistic image, especially with more reference photos being used. biddle@ theintercept. From the beginning, deepfakes, or AI-generated synthetic media, have primarily been used to create pornographic representations of women, who often find this psychologically devastating. We will delve deep into the details of Mikayla Campinos, and also try to bring highlights to her life. 2. Deepfake is a term used to describe synthetic media — typically fake images and videos. The video has in short order ascended to unmistakable. ”. Artist Mario Klingemann, who regularly uses deepfakes in his work, said the photo “has all the hallmarks. As the usage of “deepfakes” skyrockets, federal regulators are wrestling with how to rein in the new technology using election laws written for life prior to artificial intelligence. The latest generation of bots are using deepfake technology to evade detection, said Sam Crowther, founder and CEO of bot protection and mitigation software provider Kasada. Once a buoyantly exciting buzzword, the two letters ‘AI’ (artificial intelligence) have, in just a few short years, gained. Terming deepfakes a major violation of law, he said that social media platforms were legally obligated to prevent the spread of misinformation and take down such content within 36 hours. Recent news on the use of computer-generated avatars by a pro-China influence. Deepfakes débuted in the first year of Trump’s Presidency and have been improving swiftly since. 28Hawaii S. The proposed bill includes provisions to ensure that giving consent to create an AI image does not equate to consent to share the image. To create a deepfake, it’s most common for someone to create a video and replace a person’s face with that of a celebrity or other well-known person. Brooke Monk is a popular social media influencer and content creator, best known for her content on TikTok. A deep dive into deepfakes. Mar 1, 2023. -2070 Super about 400000 iterations on 128– made mistakes about not using different facial expressions and only used eye alignment towards camera. Deepfakes are getting more accessible. If the video is changed, the. Recently, deepfake videos of Nancy. Synthetic media, better known as deepfakes, could be a goldmine for filmmakers. In a 2017 publicity stunt at a conference, the Chinese firm iFlytek made deepfake video of the U. Deepfakes can be detected by looking at physiological signals such as abnormal blinking frequency, eye colour, or heartbeat. What is troubling for me about harmful deepfakes is the ease with which they can be located. Advocates push for regulation ahead of 2024 elections. Share your pre-trained deepfake models here to help others get started. Some lighthearted deepfake videos of celebrities have gone viral, but the most common use is for sexually explicit videos. These tools are used most often to depict people saying or doing something they never said or did. Over the last few years, deepfake technology has become increasingly. Therefore, the analysis of deepfake techniques is an. In some writing about deepfakes, manipulated videos appear as the harbingers of an unprecedented epistemic apocalypse. 30pm, 7pm-9. This special issue sought out the first generation of deepfake research that examines the psychological, social, and policy implications of a. One of the videos that the account posted was created by another celebrity fan. Deep learning is similar to any kind of. DeepFake Video Creation Tools. But he had to spend. When deepfakes become commonplace, it will be more important than ever to support credible journalism. A multilayer detection system doesn’t only look for injection and presentation; it also searches for behavioral clues—the earmark of a particular fraudster—their DNA. This is a sub for posting all Peterson tomfoolery.