JICS

1. 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

2. A Study on Effective Adversarial Attack Creation for Robustness Improvement of AI Models

Si-on Jeong, Tae-hyun Han, Seung-bum Lim, Tae-jin Lee, Vol. 24, No. 4, pp. 25-36, Aug. 2023

10.7472/jksii.2023.24.4.25
Keywords: Artificial intelligence, robustness, Adversarial attack

3. Research on illegal copyright distributor tracking and profiling technology

Jin-gang Kim, Chan-woong Hwang, Tae-jin Lee, Vol. 22, No. 3, pp. 75-83, Jun. 2021

10.7472/jksii.2021.22.3.75
Keywords: Copyright Protection Technology, Profiling, Heavy Uploader

4. Research on text mining based malware analysis technology using string information

Ji-hee Ha, Tae-jin Lee, Vol. 21, No. 1, pp. 45-55, Feb. 2020

10.7472/jksii.2020.21.1.45
Keywords: Malware, Malware analysis, String, Text Mining, TFIDF

5. Study on High-speed Cyber Penetration Attack Analysis Technology based on Static Feature Base Applicable to Endpoints

Jun-ho Hwang, Seon-bin Hwang, Su-jeong Kim, Tae-jin Lee, Vol. 19, No. 5, pp. 21-31, Oct. 2018

10.7472/jksii.2018.19.5.21
Keywords: Malware, Static Analysis, deep neural network