Google DeepMind Introduces SynthID to Combat Deepfakes and AI-Generated Imagery
Zach Anderson Sep 03, 2023 15:08
Google DeepMind introduces SynthID, a watermarking technology for AI-generated images, allowing detection through specialized tools, initially available to Google Cloud customers using Vertex AI and Imagen image generator.
Google DeepMind has unveiled SynthID, a watermarking technology aimed at identifying AI-generated images. The tool embeds an "imperceptible" watermark into the pixels of images generated by AI, making them easily identifiable by specialized detection tools. The technology is initially available to Google Cloud customers using the Vertex AI platform and the Imagen image generator.
As the 2024 election season looms in the U.S. and the U.K., the issue of deepfakes and AI-generated content has gained heightened attention. Google DeepMind's CEO, Demis Hassabis, emphasized the increasing importance of systems that can identify and detect AI-generated imagery. "Every time we talk about it and other systems, it’s, ‘What about the problem of deepfakes?’" Hassabis said in an interview with The Verge on August 29, 2023.
How SynthID Works
SynthID works by embedding a watermark directly into the pixels of an AI-generated image. According to Hassabis, this watermark is "
robust to various transformations — cropping, resizing, all of the things that you might do to try and get around normal, traditional, simple watermarks.
The watermark does not alter the quality or the experience of the image but makes it easily detectable by DeepMind's tools.
Availability and Future Plans
Initially, SynthID is being rolled out to a limited number of Vertex AI customers using Imagen, one of DeepMind's latest text-to-image models. The technology was developed in collaboration with Google Research and is part of Google Cloud's broader strategy to offer tools for creating AI-generated images responsibly.
Thomas Kurian, Google Cloud’s CEO, noted that the Vertex AI platform is experiencing rapid growth, making it an opportune time to launch SynthID. "The models are getting more and more sophisticated, and we’ve had a huge, huge ramp in the number of people using the models," Kurian said.
Broader Implications
While SynthID is not the first tool designed to combat deepfakes, it joins a growing list of initiatives from major tech companies like Meta, Microsoft, and Amazon. These companies are increasingly investing in content verification solutions to maintain digital integrity. However, SynthID is not a "silver bullet to the deepfake problem," according to Hassabis. The technology is still in its beta phase, and Google plans to refine it based on real-world testing and user feedback.
Image source: Shutterstock