OpenAI Unveils New Tool to Identify AI-Generated Images, Highlights the Need for AI Content Authentication

OpenAI has also formally joined the Coalition for Content Provenance and Authenticity (C2PA).

Written by Akash Dutta, Edited by Siddharth Suvarna | Updated: 8 May 2024 17:55 IST

OpenAI Unveils New Tool to Identify AI-Generated Images, Highlights the Need for AI Content Authentication

Photo Credit: Pexels/Sanket Mishra

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Highlights

OpenAI has been using C2PA’s watermarking technique since February
It has started testing an image detection classifier tool for Dall-E imag
OpenAI said the tool can correctly identify 98 percent of AI images

OpenAI unveiled its new artificial intelligence (AI) image identification and detection tool on Tuesday. The AI firm announced the new tool highlighting the need to authenticate AI-generated content and to create awareness around it. The company has also formally joined the Coalition for Content Provenance and Authenticity (C2PA) committee, which has created an open standard for labelling AI-generated content. Notably, OpenAI has been using this standard in its Dall-E-generated images since February 2024 and continues to add AI-related information in the images' metadata.

In a blog post, OpenAI highlighted the new challenges that have emerged with the inception of AI-generated content. The company said, “As generated audiovisual content becomes more common, we believe it will be increasingly important for society as a whole to embrace new technology and standards that help people understand the tools used to create the content they find online.” Further, the ChatGPT-maker said it was taking two distinct measures to contribute to AI content authentication.

In its first step, OpenAI formally joined the C2PA committee and called it a widely used standard for digital content certification. The company also highlighted that the standard is followed by a wide range of software companies, camera manufacturers, and online platforms. Put simply, C2PA advocates the addition of information in the metadata of images and other file types to reveal how they were created. While an image taken by a camera will include the name and specifications of the camera, an AI-generated image will include the name of the AI model.

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This type of authentication method is used as it is difficult to remove or alter the metadata from an image and it continues to stay even if the image is shared, cropped, or altered in any way or form.

Highlighting its second step, OpenAI said it was working on a new tool that can identify AI-generated images. Without naming the tool, the company called it “OpenAI's image detection classifier”. The tool predicts the likelihood of an image being created by Dall-E. As per the post, the tool was able to correctly tag 98 percent of the Dall-E-generated images when compared to real images, despite using filters or cropping the image. However, the tool struggles when AI images of Dall-E are compared with other AI models. The AI firm said in those instances the tool makes mistakes in about 5-10 percent of the sample.

However, OpenAI has now opened the tool for limited public testing and invited research labs and research-oriented journalism nonprofits to register with the AI firm and get access to the tool.

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Further reading: OpenAI, AI, Artificial intelligence, AI image generator, Dall E, C2PA

Akash Dutta Email Akash Dutta

Akash Dutta is a Senior Sub Editor at Gadgets 360. He is particularly interested in the social impact of technological developments and loves reading about emerging fields such as AI, metaverse, and fediverse. In his free time, he can be seen supporting his favourite football club - Chelsea, watching movies and anime, and sharing passionate opinions on food. More