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Search: "[ keyword: Machine Learning ]" (40)

1. Research on BGP dataset analysis and CyCOP visualization methods

Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024
10.7472/jksii.2024.25.1.177
Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection
2. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone

Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023
10.7472/jksii.2023.24.6.119
Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense
3. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content

Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
10.7472/jksii.2023.24.6.49
Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model
4. Demand Forecasting Model for Bike Relocation of Sharing Stations

Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023
10.7472/jksii.2023.24.5.107
Keywords: Bike Sharing, relocation, demand forecasting, Machine Learning
5. A Study on Efficient AI Model Drift Detection Methods for MLOps

Ye-eun Lee, Tae-jin Lee, Vol. 24, No. 5, pp. 17-27, Oct. 2023
10.7472/jksii.2023.24.5.17
Keywords: Artificail Inteligence, Machine Learning Model, Drift Detection, XAI, MLOps
6. A Methodology for Making Military Surveillance System to be Intelligent Applied by AI Model

Changhee Han, Halim Ku, Pokki Park, Vol. 24, No. 4, pp. 57-64, Aug. 2023
10.7472/jksii.2023.24.4.57
Keywords: Artificial Intelligence System, object tracking, Surveillance system, Machine Learning/Training, User Interface
7. Machine Learning-based hydrogen charging station energy demand prediction model

MinWoo Hwang, Yerim Ha, Sanguk Park, Vol. 24, No. 2, pp. 47-56, Apr. 2023
10.7472/jksii.2023.24.2.47
Keywords: Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station
8. Personal Driving Style based ADAS Customization using Machine Learning for Public Driving Safety

Giyoung Hwang, Dongjun Jung, Yunyeong Goh, Jong-Moon Chung, Vol. 24, No. 1, pp. 39-47, Feb. 2023
10.7472/jksii.2023.24.1.39
Keywords: autonomous vehicles, ADAS, Machine Learning, SVM, LSTM, GRU, Public Driving Safety
9. Cyberattack Goal Classification Based on MITRE ATT&CK: CIA Labeling

Chan Ho Shin, Chang-hee Choi, Vol. 23, No. 6, pp. 15-26, Dec. 2022
10.7472/jksii.2022.23.6.15
Keywords: Labeling, Machine Learning, Deep Learning, MITRE ATT&CK, TTP, CIA triad
10. A study on machine learning-based defense system proposal through web shell collection and analysis

Ki-hwan Kim, Yong-tae Shin, Vol. 23, No. 4, pp. 87-94, Aug. 2022
10.7472/jksii.2022.23.4.87
Keywords: Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System

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