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21. Analyze Virtual Private Network Vulnerabilities and Derive Security Guidelines Based on STRIDE Threat Modeling

Da-hyeon Kim, Ji-young Min, Jun-ho Ahn, Vol. 23, No. 6, pp. 27-37, Dec. 2022
10.7472/jksii.2022.23.6.27
Keywords: Virtual Private Network, STRIDE Threat Modeling, Threat Analysis, Threat Scenario, Security requirement
22. Efficient distributed consensus optimization based on patterns and groups for federated learning

Seung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Vol. 23, No. 4, pp. 73-85, Aug. 2022
10.7472/jksii.2022.23.4.73
Keywords: Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM
23. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation

Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Vol. 23, No. 4, pp. 21-33, Aug. 2022
10.7472/jksii.2022.23.4.21
Keywords: Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling
24. Study on security requirements for the web based operation system of a shipping company

Up Chung, Jongsub Moon, Vol. 23, No. 1, pp. 49-68, Feb. 2022
10.7472/jksii.2022.23.1.49
Keywords: Shipping company, Threat modeling, STRIDE, Security requirement
25. Multi-source information integration framework using self-supervised learning-based language model

Hanmin Kim, Jeongbin Lee, Gyudong Park, Mye Sohn, Vol. 22, No. 6, pp. 141-150, Dec. 2021
10.7472/jksii.2021.22.6.141
Keywords: Self-Supervised Learning, Language Model, similar relationship between sentences, Multi-source information integration
26. Analysis of the Influence of Domestic Open Banking Quality Factors on Intention to Use

Bo-chun Jung, Suk-ki Hong, Vol. 22, No. 5, pp. 69-77, Oct. 2021
10.7472/jksii.2021.22.5.69
Keywords: open banking, data sharing, Technology Acceptance Model(TAM), FinTech
27. A Study on Analysis of national R&D research trends for Artificial Intelligence using LDA topic modeling

MyungSeok Yang, SungHee Lee, KeunHee Park, KwangNam Choi, TaeHyun Kim, Vol. 22, No. 5, pp. 47-55, Oct. 2021
10.7472/jksii.2021.22.5.47
Keywords: topic modeling, Artificial intelligence, National Research and Development Program, research trend, NTIS
28. Active Senior Contents Trend Analysis using LDA Topic Modeling

Dongwoo Lee, Yoosin Kim, Eunjung Shin, Vol. 22, No. 5, pp. 35-45, Oct. 2021
10.7472/jksii.2021.22.5.35
Keywords: Active Senior, Big data, Text Mining, LDA Topic Modeling, Trend Analysis
29. Formal Model of Extended Reinforcement Learning (E-RL) System

Do Yeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 4, pp. 13-28, Aug. 2021
10.7472/jksii.2021.22.4.13
Keywords: Reinforcement Learning (RL), Advanced RL, Formal Model, Design Methods, and Advanced Navigator System
30. Visualization models for tracking software requirements and managing their changes

YooRi Song, Hyeon Soo Kim, Vol. 22, No. 3, pp. 59-66, Jun. 2021
10.7472/jksii.2021.22.3.59
Keywords: Software Requirement, Traceability, Software Change Management, Visualization Model

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