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Deepfake detection improves when using algorithms that are more aware of demographic diversity

"Our research addresses deepfake detection algorithms fairness, rather than just attempting to balance the data. It offers a new approach to algorithm design that considers demographic fairness as a core aspect." ....

New Hampshire , United States , Joe Biden , Barack Obama , Siwei Lyu , Shruti Agarwal , Yan Ju , Volodymyr Zelenskyy , Taylor Swift , Ub Media Forensic Lab , University At Buffalo , University Of Buffalo , President Joe Biden , Ukrainian President Volodymyr Zelenskyy , Creative Commons ,

Deepfake detection improves when using algorithms that are more aware of demographic diversity

Although companies have created detectors to help spot deepfakes, studies find that biases in the data used to train these tools can lead to certain demographic groups being unfairly targeted ....

New Hampshire , United States , Joe Biden , Siwei Lyu , Taylor Swift , Volodymyr Zelenskyy , Yan Ju , University At Buffalo , Ub Media Forensic Lab , President Joe Biden , Ukrainian President Volodymyr Zelenskyy , Computer Science , Forensic Lab , Creative Commons ,

The Catch-22 of Cybersecurity in the Age of AI | Dinsmore & Shohl LLP

Although artificial intelligence (“AI”) improves how businesses interact with customers, process sales, manage inventory and more, it also heralds new and unique cybersecurity risks.. ....

Lina Khan , Alfredr Cowger Jr , Mehrdad Saberi , Steve Alder , Josianne El Antoury , Umar Iqbal , James Vincent , Yan Ju , Matthew White Justin Daniels , Matthias Holweg , Nirmal Kumar , Commission Privacycon , Federal Trade Commission , Corporate Fiduciary Duty , Beyond Cyber Coverage , Increase Healthcare Data Breaches , Systematic Evaluation Framework , Trade Commn Privacycon , How Insurance Policies Can Cover Generative , Image Detectors , Fundamental Limits , Practical Attack , Improving Fairness , Deepfake Detection , Federal Trade Commission Privacycon , Reputational Risks ,

New deepfake detector designed to be less biased

New deepfake detector designed to be less biased
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Shan Jia , George Chen , Yan Ju , Siwei Lyu , Ub Center , Us Defense Advanced Research Projects Agency , School Of Engineering , Ub Department Of Computer Science , Carnegie Mellon University , University At Buffalo , Lyu Media Forensic Lab , Indiana University , Purdue University Indianapolis , Information Integrity , Winter Conference , Computer Vision , Advanced Research Projects Agency , Indiana University Purdue Indianapolis , Carnegie Mellon , Media Forensic Lab , Computer Science ,