News

MIT’s “PhotoGuard” Protects Images From Unauthorized AI Edits

The technology invisibly alters select pixels to throw off algorithmic AI models.

Published

1 year ago

July 25, 2023

Nour Nasir

mit's photoguard protects images from unauthorized ai edits

MIT CSAIL

As AI continues to develop rapidly, chatbots are gaining the power to create and manipulate images, with Shutterstock and Adobe currently leading the way. Despite the obvious power of AI algorithms, the technology has a few pitfalls, one of which is the unauthorized manipulation of copyrighted artwork and images.

MIT CSAIL thinks it has the answer to this growing problem in the form of PhotoGuard, a new technique that alters select pixels in an image to disrupt AI’s ability to understand what the image is.

The altered pixels are known as “perturbations” and are invisible to the human eye but easily seen by AI bots as they scan the color and position of every pixel in an image. Any edits AI tries to make to a protected image will also apply to the fake pixels, resulting in an unrealistic or broken final image, thanks to PhotoGuard.

Also Read: PicSo Review: A Popular AI-Based Text-To-Image App

“The encoder attack makes the model think that the input image is some other image,” explained MIT student and lead author of the paper, Hadi Salman. “Whereas the diffusion attack forces the diffusion model to make edits towards some target image”. The technique sounds complex but could potentially stop malicious actors from reverse engineering protected images by adding minor edits to circumvent copyright.

“A collaborative approach involving model developers, social media platforms, and policymakers presents a robust defense against unauthorized image manipulation. Working on this pressing issue is of paramount importance today,” Salman said in a recent press release. “And while I am glad to contribute towards this solution, much work is needed to make this protection practical. Companies that develop these models need to invest in engineering robust immunizations against the possible threats posed by these AI tools”.

News

“AI Seal” Certification Now Required For Dubai Gov Partnerships

The new mandatory certification is designed to build trust in AI companies and create a reliable network of providers for government and public collaboration.

Published

16 hours ago

January 21, 2025

Nour Nasir

ai seal certification now required for dubai gov partnerships

Dubai Media Office

Dubai has introduced the Dubai AI Seal, a certification designed to establish trust in artificial intelligence (AI) companies and solutions. This initiative, directed by Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai and Deputy Prime Minister, aims to create a reliable network of AI providers which government entities and businesses can collaborate confidently.

Companies must now obtain the AI Seal to qualify for UAE or Dubai government contracts. The Dubai Centre for Artificial Intelligence (DCAI), which developed the certification, sees it as a competitive edge for companies looking to participate in key national projects. Once certified, businesses will be permitted to showcase the seal across their websites and marketing materials, signaling their credibility and dependability.

The evaluation process will consider six main criteria: the company’s services and operations, the number of employees specializing in AI, ongoing and future projects, as well as existing partnerships with public and private sector entities.

dubai ai seal certification

Khalfan Belhoul, CEO of the Dubai Future Foundation, which oversees the DCAI, commented on the initiative’s potential: “This initiative will help create powerful partnerships between the public and private sectors, locally, regionally, and globally. It will help drive new economic opportunities by leveraging AI to serve better the economy, society, and the future we aspire to”.

Also Read: Top Free AI Chatbots Available In The Middle East

The Dubai AI Seal’s goals include providing a clear framework for verifying AI providers, fostering business opportunities for AI companies, and acknowledging the industry’s strategic importance to Dubai’s economy. The initiative emphasizes AI’s role in driving economic growth, creating jobs, and strengthening collaboration between government bodies and technology firms.

All technology companies operating in Dubai and offering AI-related services or products are eligible to apply for the certification at no cost through the official website.