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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.

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.
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“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
Alienware Just Announced Six New Gaming Monitors
The new models include three QD-OLED and three budget-friendly QHD options, expanding the company’s lineup for all gamers.

Alienware has just updated its gaming monitor lineup with six new additions, including the highly anticipated Alienware 27 4K QD-OLED Monitor. The latest wave of releases is set to reach more gamers than ever, offering high-end QD-OLED displays alongside more budget-friendly options.
The latest displays clearly show that the company is doubling down on QD-OLED with three new models sporting the technology. A redesigned Alienware 34 Ultra-Wide QD-OLED Monitor is also making a return, further refining what is already a fan-favorite display.
A Unified Design: The AW30 Aesthetic
All six monitors feature Alienware’s new AW30 design language, first introduced at CES. The AW30 aesthetic brings a futuristic, minimalist look that unites the entire lineup under a cohesive visual identity.
Pushing QD-OLED Even Further
The refreshed Alienware 34 Ultra-Wide QD-OLED Monitor (AW3425DW) builds on its predecessor’s success with a 240Hz refresh rate (up from 175Hz) and HDMI 2.1 FRL support. It also gains G-SYNC Compatible certification alongside AMD FreeSync Premium Pro and VESA AdaptiveSync, ensuring ultra-smooth performance. With a WQHD (3440×1440) resolution and an 1800R curve, this display enhances immersion for both gaming and cinematic experiences.
For those who crave speed, the Alienware 27 280Hz QD-OLED Monitor (AW2725D) pairs a high refresh rate with QHD resolution, balancing sharp visuals with ultra-smooth gameplay. Meanwhile, the Alienware 27 4K QD-OLED Monitor (AW2725Q) delivers stunning clarity with an industry-leading pixel density of 166 PPI, making it the sharpest OLED or QD-OLED monitor available.
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Worried about OLED burn-in? Alienware’s entire QD-OLED lineup comes with a three-year limited warranty covering burn-in concerns, offering peace of mind for gamers investing in these high-end displays.
Bringing QHD To A Wider Audience
Alongside QD-OLED, Alienware is also releasing three new QHD gaming monitors aimed at more price-conscious gamers. The Alienware 34 Gaming Monitor (AW3425DWM), Alienware 32 Gaming Monitor (AW3225DM), and Alienware 27 Gaming Monitor (AW2725DM) provide a range of sizes and formats to suit different preferences:
- The Alienware 34 Gaming Monitor (AW3425DWM): An ultrawide (WQHD) option for a panoramic, immersive experience.
- The Alienware 32 Gaming Monitor (AW3225DM): A standard 16:9 panel for a traditional but expansive desktop setup.
- The Alienware 27 Gaming Monitor (AW2725DM): A 27” display offering the same performance in a more compact form factor.
All three gaming monitors feature a fast 180 Hz refresh rate, a 1ms gray-to-gray response time, and support for NVIDIA G-SYNC, AMD FreeSync, and VESA AdaptiveSync to eliminate screen tearing. Additionally, with 95% DCI-P3 color coverage and VESA DisplayHDR400 certification, these displays deliver vibrant colors and high dynamic range for lifelike visuals.