RESEARCH and INDUSTRIAL PROJECTS 

• Development of core technology for Self-evolving AI-based Cyber Range, Financially Supported by ETRI (IITP), May 2022 ~ Present

• Development of Big-data Platform for Autonomous Smart Greenhouse Production Environment Management Based on AI, Supported by MAFRA, Korea, April 2021 ~ August 2022

• Development of machine learning element technology for multimedia computing, Supported by MIST under the National Program for Excellence in SW, Mar. 2022 ~ Dec. 2022 

• Development of video AI algorithm performance evaluation solution, Supported by MIST under the National Program for Excellence in SW, Mar. 2022 ~ Dec. 2022

• Development of deep learning-based product abnormality detection technology applicable to various products, Supported by ETRI, Korea, May 2021 ~ Dec. 2021

• A Study on The Intelligent Intrusion Detection System, Supported by Andong National Univsersity, Korea, May 2021 ~ Feb. 2022

• Deep Learning based Object Detection with Video from Drone, Supported by Wise U, Korea, May 2020 ~ May 2021

• A.L. Node Development-Security Screening : Video Analytics for Detecting Storage Media Based On X-ray Images, June 2020 ~Oct. 2020, TNM Tech., Korea

• Research on attack graph evaluation method using artificial intelligence (machine learning), May 2020 ~ Oct. 2020, Funded by ETRI (IITP), Korea

• Cyber targeted attack recognition and trace-back technology based on long-term historic analysis of multi-source data, Mar. 2013 ~ Nov. 2014, Funded by MSIP/IITP, Korea

• Development of basic technology of human identification and retrieval at a distance for active video surveillance service with real-time awareness of safety threats, Mar. 2011 ~ Feb. 2014, Funded by MOTIE/KEIT, Korea

• Development of CCTV face recognition and identification technology under unconstrained environment, Mar. 2010 ~ Feb.  2011, Funded by ETRI, Korea

• Content based news video retrieval system, Mar. 2007 ~ Feb.  2008,  Funded by Korea University, Korea

• A development of adaptive intelligent intrusion response model, Aug. 2005 ~ Jul. 2006, Funded by MOCIE,Korea

• A study on the blind watermarking method for preventing illegal leak of fingerprint information, May 2005 ~ Dec. 2005, Funded by ETRI, Korea

• A study on the extraction and classification algorithm of malware behavior, Apr. 2004 ~ Nov. 2004, Funded by ETRI, Korea

• An improved rectangular decomposition algorithm for data mining, Mar. 2002 ~ Feb.  2003,  Funded by Korea University, Korea

• The support vector learning for novelty detection, Dec. 2002 ~ Nov. 2003, Funded by KRF, Korea

• Adaptive intrusion detection algorithm based on clustering and SVM, Jul. 2002 ~ Jun. 2003, Funded by IITA,Korea

• Incremental clustering algorithm for web mining, Sept. 2000 ~ Aug. 2001, Funded by KRF, Korea

• Hot Coil Yard Automation of No. 1 Hot Coil Shop(Gwangyang), POSCO, 1999 ~ 1999.

• Hot Coil Yard Automation of No. 2 Mini-Mill Shop(Gwangyang), POSCO, 1997 ~ 1998.

• Hot Coil Yard Automation of No. 2 Hot Coil Shop(Pohang), POSCO, 1996 ~ 1998. 

RESEARCH AREA & RESULTS  

Last Updated : 14 July, 2023.