@article{ART003277356},
author={Hojung Lim and Shin DongMyung},
title={A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture},
journal={Journal of Software Assessment and Valuation},
issn={2092-8114},
year={2025},
volume={21},
number={4},
pages={89-98}
TY - JOUR
AU - Hojung Lim
AU - Shin DongMyung
TI - A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture
JO - Journal of Software Assessment and Valuation
PY - 2025
VL - 21
IS - 4
PB - Korea Software Assessment and Valuation Society
SP - 89
EP - 98
SN - 2092-8114
AB - This study presents a robust autonomous security architecture that integrates PUF, QRNG, PQC, AI-based IDS/IRS, and Tangle to address single-point-of-failure risks in hyper-connected IoT, smart-city, and humanoid systems. As a literature-based analysis, all performance metrics are sourced from empirical studies and standards. Prior research shows PUF reproducibility and uniqueness (Intra-HD ≤ 6%, Inter-HD 48-50%) and QRNG entropy above 0.98 bit/bit under NIST SP800-90B evaluations. AI IDS/IRS results on UNSW-NB15 and CIC-IDS2017 report 89-94% precision, 89-91% F1-scores, and 4-8 ms latency. The Tangle latency model O(logn/n) is drawn from earlier analytical work, and NIST assessments of Kyber and Dilithium clarify resource-performance trade-offs. These findings collectively support the feasibility of a real-time, quantum-resistant security framework for future IoT and humanoid environments.
KW - Physically Unclonable Function;Quantum Random Number Generator;Post-Quantum;Cryptography;AI-based Intrusion Detection System;Distributed Ledger Technology (Tangle)
DO -
UR -
ER -
Hojung Lim and Shin DongMyung. (2025). A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture. Journal of Software Assessment and Valuation, 21(4), 89-98.
Hojung Lim and Shin DongMyung. 2025, "A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture", Journal of Software Assessment and Valuation, vol.21, no.4 pp.89-98.
Hojung Lim, Shin DongMyung "A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture" Journal of Software Assessment and Valuation 21.4 pp.89-98 (2025) : 89.
Hojung Lim, Shin DongMyung. A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture. 2025; 21(4), 89-98.
Hojung Lim and Shin DongMyung. "A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture" Journal of Software Assessment and Valuation 21, no.4 (2025) : 89-98.
Hojung Lim; Shin DongMyung. A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture. Journal of Software Assessment and Valuation, 21(4), 89-98.
Hojung Lim; Shin DongMyung. A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture. Journal of Software Assessment and Valuation. 2025; 21(4) 89-98.
Hojung Lim, Shin DongMyung. A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture. 2025; 21(4), 89-98.
Hojung Lim and Shin DongMyung. "A Literature-Based Feasibility Verification of a Robust Autonomous Security Architecture" Journal of Software Assessment and Valuation 21, no.4 (2025) : 89-98.
