Deep learning in security of internet of things

Y Li, Y Zuo, H Song, Z Lv - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Internet-of-Things (IoT) technology is increasingly prominent in the current stage of social
development. All walks of life have begun to implement the IoT integration technology, so as …

A unified PUF and TRNG design based on 40-nm RRAM with high entropy and robustness for IoT security

B Gao, B Lin, X Li, J Tang, H Qian… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Physically unclonable function (PUF) and true random number generator (TRNG) are the
indispensable primitives for the Internet-of-Things (IoT) security. In this article, a highly …

DA PUF: dual-state analog PUF

J Zhang, L Ding, Z Chen, W Li, G Qu - Proceedings of the 59th ACM/IEEE …, 2022 - dl.acm.org
Physical unclonable function (PUF) is a promising lightweight hardware security primitive
that exploits process variations during chip fabrication for applications such as key …

Reconfigurable and dynamically transformable in-cache-MPUF system with true randomness based on the SOT-MRAM

Z Hou, Z Wang, C Wang, M Wang… - … on Circuits and …, 2022 - ieeexplore.ieee.org
In this paper, we present a reconfigurable Physically Unclonable Functions (PUF) based on
the Spin-Orbit-Torque Magnetic Random-Access Memory (SOT-MRAM), which exploits …

A 20F2/Bit Current-Integration-Based Differential nand-Structured PUF for Stable and V/T Variation-Tolerant Low-Cost IoT Security

J Lee, M Kim, M Jeong, G Shin… - IEEE Journal of Solid …, 2022 - ieeexplore.ieee.org
A current-integration-based differential NAND-structured physically unclonable function
(PUF) with 20F 2 area per bit is proposed for low-cost IoT security. Current integration …

A highly stable physically unclonable function using algorithm-based mismatch hardening technique in 28-nm CMOS

SH Yang, TT Liu - IEEE Transactions on Circuits and Systems I …, 2022 - ieeexplore.ieee.org
Physically unclonable function (PUF) is an emerging security solution for Internet of Things
(IoT) devices. However, PUF faces a critical design challenge: responses should remain the …

Si PUF: An SRAM and inverter based PUF with a bit error rate of 0.0053% and 0.073/0.042 pJ/bit

L Ni, P Wang, Y Zhang, X Li, G Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The physical unclonable function (PUF) can generate a unique identifier for each chip, ideal
for key generation and chip anti-counterfeiting. The reliability of PUF is paramount, and …

Pure digital scalable mixed entropy separation structure for physical unclonable function and true random number generator

Y Lu, X Wang, Y Wang, Y Zhang, L Yao… - … Transactions on Very …, 2021 - ieeexplore.ieee.org
This study presents a pure digital scalable mixed entropy separation structure for the
physical unclonable function (PUF) and true random number generator (TRNG), which is …

An ACF< 0.03 low-power software PUF based on the RISC-V processor for IoT security

L Ni, P Wang, Y Zhang, J Chen, H Zhang… - Microelectronics …, 2022 - Elsevier
With the development of the Internet of Things (IoT) technology, more and more occasions
require security protection under extreme resource-constrained conditions. The traditional …

A 325F2 Physical Unclonable Function Based on Contact Failure Probability With Bit Error Rate < 0.43 ppm After Preselection With 0.0177% Discard Ratio

D Jeon, D Lee, DK Kim, BD Choi - IEEE Journal of Solid-State …, 2022 - ieeexplore.ieee.org
Preselection methods in which unstable bitcells are discarded are widely used to enhance
the stability of the physical unclonable function (PUF). If the discard range of the preselection …