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"I think it's a very interesting approach," says Edward Delp, professor of electrical and computer engineering at Purdue University, in Lafayette, Indiana. The technique is an extension of the earlier image-forensics work out of Farid's lab, he says.
"You're going to see more and more [video forgeries] in the future because it's so easy for people to acquire and process the videos," Delp says. The legal implications are important, especially in the case of surveillance video, from which a couple of frames featuring a person walking by could easily be removed. "The question going into court is, How do you prove that it's really the video that came out of the camera?" he says. "And we're going to need more tools to decide if [the video] has been tampered with and if it's authentic."
Farid's team is collaborating with Adobe, maker of the video-editing software Premier, to get a better understanding of how the company's editing tools might be reverse engineered.
The Dartmouth approach isn't foolproof for high-quality videos, however. Deleting frames in multiples of twelve can trick the system. "You can get around it--no doubt about it," Farid says. This is why he and his team are developing a suite of tools to detect tampering that use differing techniques, which aren't sensitive to the quirks of MPEG compression. "As with the image forensics, we expect each technique can be circumvented, but circumventing a larger set of tools will become increasingly more difficult," he adds. The current work, says Farid, is a good starting point, though, and the method will still be useful as an initial test to determine if videos have been doctored by unsavvy editors.
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This document is part of the “How-To Guide for Most Common Measurements” centralized resource portal. This tutorial provides a detailed guide for measurement and device considerations to take temperature measurements using thermocouples. Get an introduction to thermocouples, which are inexpensive sensing devices widely used with PC-based data acquisition systems. Also review some specific thermocouple examples and learn how thermocouples work and ways to integrate them into a data acquisition measurement system.
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190 Comments
forgeries
Why not have the camera digitally sign each sequence-numbered frame, using a private key unique to the camera?
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