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Fake news

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  • Machine Learning

Empowering Social Media Users To Assess Content Helps Fight Misinformation

When fighting the spread of misinformation, social media platforms typically place most users in the passenger seat. Platforms often use machine-learning algorithms or human fact-checkers to flag false or misinforming content for users. “Just because this is the status quo doesn’t mean it is the correct way or the only way to do it,” says Farnaz Jahanbakhsh, a graduate student in MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL). She and her collaborators conducted a study in which they put that power into the hands of social media users instead. They first surveyed people to learn how they avoid or filter misinformation…
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  • Artificial Intelligence

Using The Power Of Blockchain To Combat Deepfake Videos

Besides “fake news”, there’s been another term which has caused many debates around it: deepfake. These seemingly realistic videos that are, in fact, manipulated have become more problematic lately, casting a shadow on the trust people have in media. Can blockchain and artificial intelligence (AI) be used to combat deepfake, to restore the public confidence back into the system? We believe they can. What is “deepfake”, a term which combines ‘deep learning’ and ‘fake’? According to Wikipedia, it’s a technique for human image synthesis based on AI. It is used to combine and superimpose existing images and videos onto source…
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  • Artificial Intelligence
  • Machine Learning

How Artificial Intelligence Can Detect – And Create – Fake News

When Mark Zuckerberg told Congress Facebook would use artificial intelligence to detect fake news posted on the social media site, he wasn’t particularly specific about what that meant. Given my own work using image and video analytics, I suggest the company should be careful. Despite some basic potential flaws, AI can be a useful tool for spotting online propaganda – but it can also be startlingly good at creating misleading material. Researchers already know that online fake news spreads much more quickly and more widely than real news. My research has similarly found that online posts with fake medical information…
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  • Artificial Intelligence
  • Data
  • Technology

Deepfake Videos Could Destroy Trust In Society – Here’s How To Restore It

It has the potential to ruin relationships, reputations and our online reality. “Deepfake” artificial intelligence technology promises to create doctored videos so realistic that they’re almost impossible to tell from the real thing. So far it has mostly been used to create altered pornographic clips featuring celebrity women’s faces but once the techniques are perfected, deepfake revenge porn purporting to show people cheating on their partners won’t be far behind. But more than becoming a nasty tool for stalkers and harassers, deepfakes threaten to undermine trust in political institutions and society as a whole. The White House recently justified temporarily…
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