Related Experiment Video
Updated: Jan 30, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Versatile and Validated Optical Authentication System Based on Physical Unclonable Functions
Riikka Arppe-Tabbara1, Mohammad Tabbara1, Thomas Just Sørensen1
1Nano-Science Center and Department of Chemistry , University of Copenhagen , Universitetsparken 5 , 2100 København Ø , Denmark.
Abstract:
Counterfeit consumer products, electronic components, and medicines generate heavy economic losses, pose a massive security risk, and endanger human lives on a daily basis. Combatting counterfeits requires incorporation of uncopiable or unclonable features in each and every product. By exploiting the inherent randomness of stochastic processes, an optical authentication system based on physical unclonable functions (PUFs) was developed. The system relies on placing unique tags-PUF-tags-on the individual products. The tags can be created using commercial printing and coating technologies using several combinations of carrier materials and taggant materials. The authentication system was found to be independent of how contrast was generated, and examples of PUF-tags based on scattering, absorption, and luminescence were made. A version of the authentication using the combination of scattering-based PUF-tags and a smartphone-based reader was validated on a sample size of 9720 unique codes. With zero false positives in 29 154 matches, an encoding capacity of 2.5 × 10120, and a low cost of manufacture, the scattering-based authentication system was found to have the potential to solve the problem of counterfeit products.
Related Concept Videos
Reliability and Validity
Physical and Chemical Properties of Matter
Exponential Functions with Base e
Data Validation
Key parameters for method validation include:
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Physical Pendulum
When dealing with complicated systems, the mass moment of inertia is an important parameter, as it...

