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Advances in Physical Unclonable Functions Based on New Technologies: A Comprehensive Review

https://doi.org/10.3390/math12010077

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Light Management with Natural Materials: From Whiteness to Transparency

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Random Nanofracture‐Enabled Physical Unclonable Function

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Hydrocipher: Bioinspired Dynamic Structural Color‐Based Cryptographic Surface

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A Highly Sensitive Flexible Capacitive Tactile Sensor with Sparse and High‐Aspect‐Ratio Microstructures

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Essential Characteristics of Memristors for Neuromorphic Computing

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Memristive Crossbar Arrays for Storage and Computing Applications

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Multilevel States of Nano‐Electromechanical Switch for a PUF‐Based Security Device

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mrPUF: A Novel Memristive Device Based Physical Unclonable Function

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A New Class of Collision Attacks and Its Application to DES

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Bagging predictors

inferredcites →https://doi.org/10.1007/s40747-021-00282-4openalex-snapshot

Memristor crossbar architectures for implementing deep neural networks

inferredcites →https://doi.org/10.1016/j.cej.2020.128350openalex-snapshot

Unclonable fluorescence behaviors of perovskite quantum dots/chaotic metasurfaces hybrid nanostructures for versatile security primitive

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Plasmonic Anticounterfeit Tags with High Encoding Capacity Rapidly Authenticated with Deep Machine Learning

inferredcites →https://doi.org/10.1038/nnano.2016.1openalex-snapshot

Physically unclonable cryptographic primitives using self-assembled carbon nanotubes

inferredcites →https://doi.org/10.1038/s41467-020-19324-5openalex-snapshot

Hybrid low-voltage physical unclonable function based on inkjet-printed metal-oxide transistors

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Physical unclonable functions generated through chemical methods for anti-counterfeiting

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Biological physically unclonable function

inferredcites →https://doi.org/10.1038/srep03543openalex-snapshot

Physical key-protected one-time pad

inferredcites →https://doi.org/10.1039/d1tc02883aopenalex-snapshot

Bionic optical physical unclonable functions for authentication and encryption

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Physical unclonable function: architectures, applications and challenges for dependable security

inferredcites →https://doi.org/10.1088/0957-4484/18/36/365202openalex-snapshot

Self-organized computation with unreliable, memristive nanodevices

inferredcites →https://doi.org/10.1109/64.642960openalex-snapshot

Enhanced password authentication through fuzzy logic

inferredcites →https://doi.org/10.1109/access.2021.3108534openalex-snapshot

Selected Bit-Line Current PUF: Implementation of Hardware Security Primitive Based on a Memristor Crossbar Array

inferredcites →https://doi.org/10.1109/aicas57966.2023.10168640openalex-snapshot

Three Challenges in ReRAM-Based Process-In-Memory for Neural Network

inferredcites →https://doi.org/10.1109/biocas.2015.7348372openalex-snapshot

Utilizing deep neural nets for an embedded ECG-based biometric authentication system

inferredcites →https://doi.org/10.1109/dac18072.2020.9218491openalex-snapshot

On the Security of Strong Memristor-based Physically Unclonable Functions

inferredcites →https://doi.org/10.1109/embc.2017.8037613openalex-snapshot

Designing ECG-based physical unclonable function for security of wearable devices

inferredcites →https://doi.org/10.1109/iccad51958.2021.9643468openalex-snapshot

Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training

inferredcites →https://doi.org/10.1109/isdcs52006.2021.9397896openalex-snapshot

PUF Based Hardware Security: A Review

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A Circuits and Systems Perspective of Organic/Printed Electronics: Review, Challenges, and Contemporary and Emerging Design Approaches

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PUF-Based Authentication and Key Agreement Protocols for IoT, WSNs, and Smart Grids: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/jproc.2014.2387353openalex-snapshot

Nano Meets Security: Exploring Nanoelectronic Devices for Security Applications

inferredcites →https://doi.org/10.1109/jssc.2019.2912304openalex-snapshot

A 1.06-$\mu$ W Smart ECG Processor in 65-nm CMOS for Real-Time Biometric Authentication and Personal Cardiac Monitoring

inferredcites →https://doi.org/10.1109/soca.2014.58openalex-snapshot

IoT Security: Ongoing Challenges and Research Opportunities

inferredcites →https://doi.org/10.1109/tct.1971.1083337openalex-snapshot

Memristor-The missing circuit element

inferredcites →https://doi.org/10.1109/tensymp52854.2021.9550970openalex-snapshot

A Hardware Security Architecture : PUFs(Physical Unclonable Functions) using memristor

inferredcites →https://doi.org/10.1109/tip.2011.2171698openalex-snapshot

Robust Image Hashing Based on Random Gabor Filtering and Dithered Lattice Vector Quantization

inferredcites →https://doi.org/10.1126/sciadv.1701384openalex-snapshot

An optical authentication system based on imaging of excitation-selected lanthanide luminescence

inferredcites →https://doi.org/10.1126/sciadv.abm4106openalex-snapshot

Genetic physical unclonable functions in human cells

inferredcites →https://doi.org/10.1126/science.1074376openalex-snapshot

Physical One-Way Functions

inferredcites →https://doi.org/10.1137/0217017openalex-snapshot

A Digital Signature Scheme Secure Against Adaptive Chosen-Message Attacks

inferredcites →https://doi.org/10.1145/2593069.2593204openalex-snapshot

Reverse Engineering and Prevention Techniques for Physical Unclonable Functions Using Side Channels

inferredcites →https://doi.org/10.1145/2744769.2744892openalex-snapshot

Performance analysis of a memristive crossbar PUF design

inferredcites →https://doi.org/10.1186/1475-2859-6-9openalex-snapshot

Potential and utilization of thermophiles and thermostable enzymes in biorefining

inferredcites →https://doi.org/10.1214/aos/1013203451openalex-snapshot

Greedy function approximation: A gradient boosting machine.

inferredcites →https://doi.org/10.1364/optica.1.000421openalex-snapshot

Quantum-secure authentication of a physical unclonable key

inferredcites →https://doi.org/10.20506/rst.19.2.1232openalex-snapshot

Avian mycoplasmosis

inferredcites →https://doi.org/10.23919/date.2019.8714862openalex-snapshot

PUFs Deep Attacks: Enhanced modeling attacks using deep learning techniques to break the security of double arbiter PUFs

inferredcites →https://doi.org/10.3390/electronics9091446openalex-snapshot

Multibit-Generating Pulsewidth-Based Memristive-PUF Structure and Circuit Implementation

inferredcites →https://doi.org/10.3390/pr11092568openalex-snapshot

Adomian Decomposition, Firing Change Process Analysis and Synchronous Control of Fractional-Order Hindmarsh–Rose Neurons in Electromagnetic Field

inferredcites →https://doi.org/10.6028/nist.sp.800-22openalex-snapshot

A statistical test suite for random and pseudorandom number generators for cryptographic applications

inferredcites →https://doi.org/10.7873/date.2013.096openalex-snapshot

Memristor PUFs: A New Generation of Memory-based Physically Unclonable Functions

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Encoder Decoder-Based Virtual Physically Unclonable Function for Internet of Things Device Authentication Using Split-Learning

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Designing Physical Unclonable Functions From Optically Active Materials

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Emerging Trends in Nanophotonic Systems for Sustainable and Resilient Societies

inferred← citeshttps://doi.org/10.1002/lpor.202501958openalex-snapshot

Architected Nanomaterials Powering Optical Physical Unclonable Functions

inferred← citeshttps://doi.org/10.1007/978-981-95-7912-9_6openalex-snapshot

Nanomaterials in Cybersecurity Industry: Enhancing Data Protection and System Integrity

inferred← citeshttps://doi.org/10.1016/j.aeue.2025.156053openalex-snapshot

Feasibility of Physical Unclonable Function (PUF) implementation using the pull-up/pull-down resistances integrated in microcontrollers GPIO

inferred← citeshttps://doi.org/10.1016/j.cose.2024.104164openalex-snapshot

Encoder decoder-based Virtual Physically Unclonable Function for Internet of Things device authentication using split-learning

inferred← citeshttps://doi.org/10.1016/j.jmst.2025.11.025openalex-snapshot

Dual-state conversion for high-entropy and reconfigurable resistive memory-based physically unclonable functions

inferred← citeshttps://doi.org/10.1016/j.mssp.2026.111070openalex-snapshot

Forming-free Al/ZnO/Al memristors as near-ideal physical unclonable functions: Surface defect chemistry and interfacial conduction analysis

inferred← citeshttps://doi.org/10.1016/j.sna.2026.117997openalex-snapshot

Turning mechanical relays into a physical unclonable function: Contact bounce based device authentication

inferred← citeshttps://doi.org/10.1109/bcca66705.2025.11229735openalex-snapshot

Convergence of Blockchain and Physical Unclonable Functions: An Exploratory Review

inferred← citeshttps://doi.org/10.1109/cisce69494.2026.11504459openalex-snapshot

Applying Physically Unclonable Function with Bloom Filter to Internet of Things

inferred← citeshttps://doi.org/10.1109/etaav66793.2025.11212950openalex-snapshot

A Probably Secure and Lightweight PUF-Based Authentication Scheme for 6G-Enabled UAV Networks

inferred← citeshttps://doi.org/10.1109/icton67126.2025.11125394openalex-snapshot

Physical Unclonable Functions : Recent Developments, Challenges and their Role in Different Root of Trust Schemes

inferred← citeshttps://doi.org/10.1109/picom68402.2025.00024openalex-snapshot

Deep Learning and Physical Unclonable Functions for Secure Authentication in Smart Environments

inferred← citeshttps://doi.org/10.1109/sies62473.2024.10767929openalex-snapshot

ECU Authentication Method Based on PUF for In-Vehicle Networks

inferred← citeshttps://doi.org/10.32362/2500-316x-2026-14-2-80-102openalex-snapshot

Physically unclonable functions in digital integrated circuits

inferred← citeshttps://doi.org/10.3390/fi17040175openalex-snapshot

A Survey on Edge Computing (EC) Security Challenges: Classification, Threats, and Mitigation Strategies

inferred← citeshttps://doi.org/10.3390/fi17070275openalex-snapshot

Integrating Physical Unclonable Functions with Machine Learning for the Authentication of Edge Devices in IoT Networks

inferred← citeshttps://doi.org/10.3390/jlpea16030033openalex-snapshot

Energy-Aware Physical Unclonable Functions: From Physical Entropy Sources to MRAM-Based Low-Power Hardware Roots of Trust

inferred← citeshttps://doi.org/10.70675/c1822965z9eabz4959zb354z079652f32016openalex-snapshot

Methodologies for the Design, the Modeling, and the Quality Assessment of Physical Unclonable Functions (PUFs)

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