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Giwon Sur

Ph.D. Candidate

Email: gwsur@kentech.ac.kr

Education

• August 2022 - Present : Ph.D. Candidate in KENTECH
• March 2022 - August 2022 : Researcher in KENTECH
• March 2020 - February 2022 : M. S. Student in Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology
• March 2013 - February 2017 : B. S. in Computer Science and Managements, Handong Global University

Research Interests

• Federated Learning
• Quality-of-Service (QoS) in network systems
• Reinforcement Learning (RL)

Experience

Work

• Web Application Developer : E4., May 2017 - December 2019

Projects in Academic (GIST):

• 체계 확장을 고려한 적응형 체계 설계 기법 (다출처영상융합체계), 국방과학연구소, 2019.7-2021.12.

Teaching Asistant

• Visionary Course March 2022 -

Publication

International Papers

• Giwon Sur, Hyejin Kim, Seunghyun Yoon, and Hyuk Lim, "Development of AI-based intrusion detection system with real-time flow feature extraction," IEEE International Conference on Big Data - Poster Session, Sorrento, Italy, December 15-18, 2023.
• Giwon Sur, Shun Yuel Ryu, JongWon Kim, and Hyuk Lim, "A deep reinforcement learning-based scheme for solving multiple knapsack problems," Applied Sciences, vol. 12, no. 6, March 2022.

Domestic Papers

• 서기원, 배재원, 류선열, 김종원, 임혁, "트래픽 서비스 품질을 보장하기 위한 보안 자원 처리율 기반 매핑 알고리즘," 한국통신학회 논문지, 제46권, 제10호, pp. 1,632-1,645, 2021.10.15.
• 서기원, 김요한, 류선열, 임혁, "서비스 품질 요구사항이 다른 트래픽 플로우를 위한 네트워크 기능 가상화 조율," 한국통신학회 하계종합학술발표회, 용평리조트, 2020.8.12-14.

Patents

• 임혁, 서기원, 류선열, 최선용, "가상 네트워크 기능 조율 방법 및 그 장치", 대한민국, 출원번호 10-2021-0083453, 2021.06.25.