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

Mamo Completes $3.4M Funding Round To Enhance Fintech Services

The startup will use the influx of cash to expand into Saudi Arabia and across the wider GCC while improving its product offering.

Published

20 hours ago

July 25, 2024

Nour Nasir

Mamo

UAE-based fintech Mamo has announced the completion of a $3.4 million funding round that will help the startup extend its market presence and improve its product offering. Investors included 4DX Ventures, the Dubai Future District Fund and Cyfr Capital.

Mamo’s platform offers “payment collection, corporate cards and expense management” to help small and medium-sized businesses consolidate and streamline their operations. With the latest influx of capital, Mamo will further develop its comprehensive suite of services and begin testing its product lines in Saudi Arabia, further extending its footprint across the GCC.

Imad Gharazeddine, co-founder and CEO of Mamo, stated: “We’ve been in the market for a while now and are incredibly proud of what our team has achieved. The holistic and expansive nature of our product offering has helped us continue to grow sustainably. This additional funding will allow us to reach our medium-term goals even faster. The support from new and existing investors is a testament to our strong expertise and the ability to deliver on our customer promise”.

Daniel Marlo, General Partner of lead investor 4DX Ventures, added: “We have immense trust in Imad’s vision, leadership and Mamo’s innovative approach to provide a user-friendly and comprehensive financial solution for SMEs that makes financial management more accessible and efficient. We are proud to partner with them and support their mission”.

Also Read: A Guide To Digital Payment Methods In The Middle East

Amer Fatayer, Managing Director of Dubai Future District Fund’s investment team, also commented: “Mamo’s localized product lines serve as an infrastructure for SME payments and spend management in UAE, a segment that is underserved by the country’s current banking infrastructure. The team has taken a product-first approach to consolidating SMEs’ financial journeys and building a fintech solution deeply embedded in a business’s core operations”.

To date, Mamo has raised around $13 million in investment funding and now boasts a team of 30 people. The company’s intuitive financial services platform has allowed over 1,000 businesses to consolidate their financial operations and significantly reduce payment fees.