Seok-Won Hong, Jin-Seoung Kim, Seok-Hwan Choi, “DATA PROCESSING APPARATUS AND METHOD FOR NETWORK INTRUSION DETECTION BASED ON MULTI SESSIONIZATION”, 10-0094627, 2025

In-Woong Jeong, Han-Ju Lee, Gwang-Nam Kim, Seok-Hwan Choi, “APPARATUS AND METHOD FOR ANALYSING MALWARE”, 10-0093346, 2025

Gwang-Nam Kim, Han-Ju Lee, Han-Jin Lee, Hyeon-Jin Jeong, Seok-Hwan Choi, “APPARATUS AND METHOD FOR GENERATING ADVERSARIAL EXAMPLE BASED ON BRIGHTNESS INFORMATION”, 10-0054921, 2025

Hyeon-Jin Jeong, Gwang-Nam Kim, Seok-Hwan Choi, “KNOWLEDGE DISTILLATION APPARATUS AND METHOD FOR IMPROVING THE PERFORMANCE OF MALWARE CLASSIFIACTION MODEL”, 10-0054917, 2025

Jin-Seoung Kim, Hyeon-Jin Jeong, Seok-Hwan Choi, “METHOD FOR RESTORING INPUT DATA AND DEEP LEARNING MODEL THEREFOR”, 10-0002872, 2025

Yoon-Ho Choi, DongHyun Ko, Seok-Hwan Choi, Jinmyeong Shin, Seon-Jin Hwang, “Image Processing Method and System for Deep Learning”, 10-2234097, 2021