Facebook says it’s working with Microsoft, the Partnership for AI and an international team of academics to create the Deepfake Detection Challenge, a competition to develop better tools for flagging faked videos.
“We are also funding research collaborations and prizes for the challenge to help encourage more participation,” Facebook’s chief technology officer, Mike Schroepfer, said today in a blog posting. “In total, we are dedicating more than $10 million to fund this industry-wide effort.”
Deepfakes involve using voice synthesis and video manipulation to make it appear as if notables — especially politicians — are saying whatever the manipulator wants them to say. For example, researchers at the University of Washington recently demonstrated a technique for putting words in President Barack Obama’s mouth.
Video manipulation has already sparked political controversies: One such video made House Speaker Nancy Pelosi appear drunk during a news conference. Experts say deepfakes are almost certain to play a role in disinformation campaigns leading up to the 2020 presidential election.
And researchers have already been working on tools to detect deepfakes: At the University of California at Berkeley, computer scientists showed off a software tool that analyzed characteristic facial expressions and head movements to distinguish real videos from fakes.
Facebook’s challenge is modeled on other artificial intelligence contests, on subjects ranging from common-sense reasoning to finishing a sentence. Facebook will create a standard data set, using paid actors who have given consent for their video to be used in the exercise. No Facebook user data will be used in the data set. The videos and the procedures for the challenge will be vetted next month during a working session at the International Conference on Computer Vision, and released in December for teams to work on.
There’ll be a leaderboard for the contestants, and the competition will be overseen by the Partnership for AI’s Steering Committee on AI and Media Integrity. Facebook and Microsoft will be represented on the committee, along with WITNESS and other organizations focusing on civil society, technology, media and academic research.
Schroepfer said Facebook will take part in the challenge but won’t accept any prizes.