KJCKorea
Journal Central

@article{ART003025764},
author={Hyun-Soo Kim and Choi Chang Jun and ParkKyungYeob and ChangHyun Roh and Shin DongMyung},
title={Intelligent access control system using decentralized identity with security level},
journal={Journal of Software Assessment and Valuation},
issn={2092-8114},
year={2023},
volume={19},
number={4},
pages={67-77},
doi={10.29056/jsav.2023.12.07}

TY - JOUR
AU - Hyun-Soo Kim
AU - Choi Chang Jun
AU - ParkKyungYeob
AU - ChangHyun Roh
AU - Shin DongMyung
TI - Intelligent access control system using decentralized identity with security level
JO - Journal of Software Assessment and Valuation
PY - 2023
VL - 19
IS - 4
PB - Korea Software Assessment and Valuation Society
SP - 67
EP - 77
SN - 2092-8114
AB - Facing the recent surge in data volume and increasing complexity of systems, organizations are confronted with data security challenges. The average cost of data breaches has risen, leading businesses to recognize the heightened importance of data access control. However, existing data access control systems restrict users' access and require the submission of credentials to obtain specific permissions. In such cases, individuals' credentials are managed by others, posing limitations in promptly adapting to external changes. In this paper, we propose a intelligent access control system using security level-based decentralized identity (DID). Through this system, users directly manage their credentials, and in the event of new authorization requirements due to external changes, the reinforcement learning model automatically selects the necessary credentials. Furthermore, the proposed system meets security requirements, including confidentiality, integrity, and non-repudiation, through verifiable credentials and presentations. Future advancements can be achieved by applying not only reinforcement learning but also incorporating novel artificial intelligence models to enhance decentralized identity technology.
KW - decentralized identity;data access control;security level;reinforcement learning;security system
DO - 10.29056/jsav.2023.12.07
ER -

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh and Shin DongMyung. (2023). Intelligent access control system using decentralized identity with security level. Journal of Software Assessment and Valuation, 19(4), 67-77.

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh and Shin DongMyung. 2023, "Intelligent access control system using decentralized identity with security level", Journal of Software Assessment and Valuation, vol.19, no.4 pp.67-77. Available from: doi:10.29056/jsav.2023.12.07

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh, Shin DongMyung "Intelligent access control system using decentralized identity with security level" Journal of Software Assessment and Valuation 19.4 pp.67-77 (2023) : 67.

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh, Shin DongMyung. Intelligent access control system using decentralized identity with security level. 2023; 19(4), 67-77. Available from: doi:10.29056/jsav.2023.12.07

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh and Shin DongMyung. "Intelligent access control system using decentralized identity with security level" Journal of Software Assessment and Valuation 19, no.4 (2023) : 67-77.doi: 10.29056/jsav.2023.12.07

Hyun-Soo Kim; Choi Chang Jun; ParkKyungYeob; ChangHyun Roh; Shin DongMyung. Intelligent access control system using decentralized identity with security level. Journal of Software Assessment and Valuation, 19(4), 67-77. doi: 10.29056/jsav.2023.12.07

Hyun-Soo Kim; Choi Chang Jun; ParkKyungYeob; ChangHyun Roh; Shin DongMyung. Intelligent access control system using decentralized identity with security level. Journal of Software Assessment and Valuation. 2023; 19(4) 67-77. doi: 10.29056/jsav.2023.12.07

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh, Shin DongMyung. Intelligent access control system using decentralized identity with security level. 2023; 19(4), 67-77. Available from: doi:10.29056/jsav.2023.12.07

Hyun-Soo Kim, Choi Chang Jun, ParkKyungYeob, ChangHyun Roh and Shin DongMyung. "Intelligent access control system using decentralized identity with security level" Journal of Software Assessment and Valuation 19, no.4 (2023) : 67-77.doi: 10.29056/jsav.2023.12.07