Skip to main content

This algorithm can fight document counterfeiters by analyzing paper textures

algorithm paper texture 52642944 l
Nikkytok/123RF
One way to prevent forgery of official documents could be to check the “fingerprint” of the paper it is printed on, claims a new piece of research from the U.K.’s Newcastle University.

If you did not know that each piece of paper has its own individual fingerprint, you are not alone. The insight that the texture of each piece of paper is slightly different — and therefore a unique identifier — is something discovered by the researchers on the project, which included computer scientists and security experts Dr. Siamak Shahandashti, Dr. Feng Hao, and Ehsan Toreini.

“We were inspired by the simple fact that if you hold a piece of paper against the sun you can see patterns and imperfections in the texture of the paper,” Shahandashti told Digital Trends. “These patterns, which are visible even to the naked eye and are a natural result of the manufacturing process, look different in different pieces of paper, just like our fingerprints are different. We wondered if there was a way to extract this paper ‘fingerprint.’ We explored several techniques, and finally, we developed algorithms that are similar to those used in iris recognition from a very high-level point of view.”

Image used with permission by copyright holder

The system the team developed requires just an off-the-shelf camera and light source, such as the lightbox one might use for tracing. By putting a sheet of paper against this light source and then taking a picture, an algorithm can then be used analyze the data to find out the document’s paper fingerprint. It is accurate even when the paper has been written on, crumpled up, or soaked with liquid.

“What makes it so exciting, with our scientist hat on, is the mere realization that if you see a paper pile that looks exactly the same, our algorithm is able to distinguish every single one of them from the others,” Shahandashti. “If we put our engineer hat on, the immediate applications this method can have range from providing an easy way to establish the authenticity of documents, receipts, and certificates to enabling alternative solutions for access tokens, and even ensuring chain of custody in forensic investigations.”

The team’s work is described in a paper, published in the new issue of the academic journal ACM Transactions on Information and System Security.

Editors' Recommendations

Luke Dormehl
I'm a UK-based tech writer covering Cool Tech at Digital Trends. I've also written for Fast Company, Wired, the Guardian…
Digital Trends’ Tech For Change CES 2023 Awards
Digital Trends CES 2023 Tech For Change Award Winners Feature

CES is more than just a neon-drenched show-and-tell session for the world’s biggest tech manufacturers. More and more, it’s also a place where companies showcase innovations that could truly make the world a better place — and at CES 2023, this type of tech was on full display. We saw everything from accessibility-minded PS5 controllers to pedal-powered smart desks. But of all the amazing innovations on display this year, these three impressed us the most:

Samsung's Relumino Mode
Across the globe, roughly 300 million people suffer from moderate to severe vision loss, and generally speaking, most TVs don’t take that into account. So in an effort to make television more accessible and enjoyable for those millions of people suffering from impaired vision, Samsung is adding a new picture mode to many of its new TVs.
[CES 2023] Relumino Mode: Innovation for every need | Samsung
Relumino Mode, as it’s called, works by adding a bunch of different visual filters to the picture simultaneously. Outlines of people and objects on screen are highlighted, the contrast and brightness of the overall picture are cranked up, and extra sharpness is applied to everything. The resulting video would likely look strange to people with normal vision, but for folks with low vision, it should look clearer and closer to "normal" than it otherwise would.
Excitingly, since Relumino Mode is ultimately just a clever software trick, this technology could theoretically be pushed out via a software update and installed on millions of existing Samsung TVs -- not just new and recently purchased ones.

Read more
AI turned Breaking Bad into an anime — and it’s terrifying
Split image of Breaking Bad anime characters.

These days, it seems like there's nothing AI programs can't do. Thanks to advancements in artificial intelligence, deepfakes have done digital "face-offs" with Hollywood celebrities in films and TV shows, VFX artists can de-age actors almost instantly, and ChatGPT has learned how to write big-budget screenplays in the blink of an eye. Pretty soon, AI will probably decide who wins at the Oscars.

Within the past year, AI has also been used to generate beautiful works of art in seconds, creating a viral new trend and causing a boon for fan artists everywhere. TikTok user @cyborgism recently broke the internet by posting a clip featuring many AI-generated pictures of Breaking Bad. The theme here is that the characters are depicted as anime characters straight out of the 1980s, and the result is concerning to say the least. Depending on your viewpoint, Breaking Bad AI (my unofficial name for it) shows how technology can either threaten the integrity of original works of art or nurture artistic expression.
What if AI created Breaking Bad as a 1980s anime?
Playing over Metro Boomin's rap remix of the famous "I am the one who knocks" monologue, the video features images of the cast that range from shockingly realistic to full-on exaggerated. The clip currently has over 65,000 likes on TikTok alone, and many other users have shared their thoughts on the art. One user wrote, "Regardless of the repercussions on the entertainment industry, I can't wait for AI to be advanced enough to animate the whole show like this."

Read more
4 simple pieces of tech that helped me run my first marathon
Garmin Forerunner 955 Solar displaying pace information.

The fitness world is littered with opportunities to buy tech aimed at enhancing your physical performance. No matter your sport of choice or personal goals, there's a deep rabbit hole you can go down. It'll cost plenty of money, but the gains can be marginal -- and can honestly just be a distraction from what you should actually be focused on. Running is certainly susceptible to this.

A few months ago, I ran my first-ever marathon. It was an incredible accomplishment I had no idea I'd ever be able to reach, and it's now going to be the first of many I run in my lifetime. And despite my deep-rooted history in tech, and the endless opportunities for being baited into gearing myself up with every last product to help me get through the marathon, I went with a rather simple approach.

Read more