# MARPUF: physical unclonable function with improved machine learning attack resistance

> Research article (IET Circuits Devices & Systems, 2021) · cited 16× · AI/ML

**Wikidata**: [openalex:W3134852754](https://www.wikidata.org/wiki/openalex:W3134852754)  
**Source**: https://4ort.xyz/entity/marpuf-physical-unclonable-function-with-improved-machine-learning-attack-resistance