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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

on

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”.

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UAE Prepares To Launch Two Satellites: Thuraya-2 And MBZ-SAT

HH Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum chaired the first meeting of the Supreme Space Council yesterday.

Published

5 days ago

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December 17, 2024

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uae prepares to launch two satellites thuraya-2 and mbz-sat

HH Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum, Crown Prince of Dubai and Deputy Prime Minister of the UAE, chaired the first meeting of the Supreme Space Council in Dubai on December 16, 2024. The session highlighted the UAE’s ambitious space plans and took stock of the sector’s economic progress.

The council emphasized the growing role of private companies in advancing space technologies, noting that their contributions are now equal to that of the public sector. Members also praised initiatives like the Space Economic Zones Programme, which are designed to fuel innovation and investment in the space industry.

Discussing the UAE’s space journey, HH Sheikh Hamdan bin Mohammed bin Rashid Al Maktoum remarked, “The national space sector continues to grow and advance, and we take immense pride in the remarkable achievements we have accomplished over the years”.

Sheikh Hamdan also received updates on two upcoming satellite projects: Thuraya-2 and MBZ-SAT. Thuraya-2, developed by Space42, is slated for launch this December. Meanwhile, the MBZ-SAT, created by the Mohammed Bin Rashid Space Centre (MBRSC), will soon follow. MBRSC, a major driver of the UAE National Space Programme, continues to lead the nation’s space-related developments.

Space42 took the opportunity to showcase its advancements, including ongoing collaborations between public and private entities. The company also outlined strategies to promote innovation, boost revenue streams, and create new opportunities for growth in the sector.

Also Read: IBM Opens New Doha Office To Support Qatar’s Digital Growth

The UAE’s current projects build on a growing legacy of space exploration. Back in 2020, the nation made headlines with its Mars mission, successfully sending a probe into the planet’s orbit in 2021. This mission, which is now in its second phase as of June 2024, has been collecting critical data to develop a comprehensive diurnal image of Mars.

The UAE also ventured into lunar exploration with an unmanned mission aimed at studying untouched regions of the Moon’s surface. While the probe ultimately crashed during its landing attempt after communication was lost seconds before touchdown, the effort represented a significant step in the country’s exploration ambitions.

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