Publication
International
Surrogate-assisted Monte Carlo Tree Search for real-time video games
Engineering Applications of Artificial Intelligence (EAAI)
July. 2024
Evolving Population Method for Real-time Reinforcement Learning
Expert Systems with Applications (ESWA)
Nov. 2023
Poster: Towards a Secure and Practical System to Obfuscate Tor Network Traffic
8th IEEE European Symposium on Security and Privacy (EuroS&P)
May. 2023
Extended SDN Data Plane Architecture for In-Network Security Services
Computers and Security (COMSEC)
Jan. 2023
Heimdallr: Fingerprinting SD-WAN Control-Plane Architecture via Encrypted Control Traffic
The Annual Computer Security Applications Conference (ACSAC)
Dec. 2022
Reconfigurable Regular Expression Matching Architecture for Real-time Pattern Update and Payload Inspection
Journal of Networking and Computer Applications (JNCA)
Dec. 2022
MECaNIC: SmartNIC to Assist URLLC Processing in Multi-Access Edge Computing Platforms
The 30th IEEE International Conference on Network Protocols (ICNP)
Oct. 2022
Supporting Ultra-Low Latency Mixed-Criticality Communication Using Hardware-Based Data Plane Architecture
Journal of Networking and Computer Applications (JNCA)
Aug. 2022
Personalized EV Driving Sound Design Based on the Drivier’s Total Emotion Recognition
The 12th International Styrian Noise, Vibration & Harshness Congress: The European Automotive Noise Conference (ISNVH)
Jun. 2022
Nondominated Policy-guided Learning in Multi-objective Reinforcement Learning
Electronics (Electronics)
Mar. 2022
Predicting combat outcomes and optimizing armies in StarCraft II by deep learning
Expert Systems with Applications (ESWA)
Dec. 2021
Reinhardt: Real-time Reconfigurable Hardware Architecture for Regular Expression Matching in DPI
Annual Computer Security Application Conference 2021 (ACSAC)
Dec. 2021
Formullar: An FPGA-based network testing tool for flexible and precise measurement of Ultra-Low Latency networking systems
Computer Networks 185, 107689 (COMNET)
Feb. 2021
Mobius: Packet re-processing hardware architecture for rich policy handling on a network processor
Journal of Network and Systems Management 29 (1), 1-26 (JONS)
Jan. 2021
Genetic State-Grouping Algorithm for Deep Reinforcement Learning
Expert Systems with Applications (ESWA)
Dec. 2020
Genetic Optimizing Method for Real-time Monte Carlo Tree Search Problem
The 9th International Conference on Smart Media and Applications (SMA 2020)
Sep. 2020
A Genetic Algorithm (GA) Approach to the Portfolio Design Based on Market Movements and Asset Valuations
IEEE Access (IEEE Access)
Jul. 2020
BattleNet: Capturing Advantageous Battlefield in RTS Games
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)
Feb. 2020
Genetic Action Sequence for Integration of Agent Actions
The 14th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2019)
Nov. 2019
SODA: A Software-defined Security Framework for IoT Environments
Computer Networks 163, 106889 (COMNET)
Nov. 2019
Integrating agent actions with genetic action sequence method
ACM Genetic and Evolutionary Computation Conference Companion (GECCO 2019)
July. 2019
DPX: Data-Plane eXtensions for SDN Security Service Instantiation
The 16th Conference on Detection of Intrusions and Malware & Vulnerability Assessment, Gothenburg, Sweden (DIMVA)
Jun. 2019
MC-SDN: Supporting Mixed-Criticality Real-Time Communication Using Software-Defined Networking
IEEE Internet of Things Journal 6 (4), 6325-6344 (IoT)
May. 2019
Performance Evaluation Gaps in a Real-Time Strategy Game between Human and Artificial Intelligence Players
IEEE Access (IEEE Access)
Jan. 2018
MC-SDN: Supporting Mixed-Criticality Scheduling on Switched-Ethernet Using Software-Defined Networking
The 39th IEEE Real-Time Systems Symposium, Nashville, TN, USA (RTSS)
Dec. 2018
HEX Switch: Hardware-assisted security extensions of OpenFlow
ACM SIGCOMM 2018 Workshop on Security in Softwarized Networks: Prospects and Challenges, Budapest, Hungary (SIGCOMM-SecSoN)
Aug. 2018
Hybrid fighting game AI using a genetic algorithm and Monte Carlo tree search
ACM Genetic and Evolutionary Computation Conference Companion (GECCO 2018)
July. 2018
Flow Wars: Systemizing the Attack Surface and Defenses in Software-Defined Networks
IEEE/ACM Transactions on Networking 25 (6), 3514-3530 (ToN)
Sep. 2017
Opponent Modeling based on Action Table for MCTS-based Fighting Game AI
IEEE Conference on Computational Intelligence and Games (CIG 2017)
Aug. 2017
StarCraft AI Competition: A Step Toward Human-Level AI for Real-Time Strategy Games
AI Magazine (AI Magazine)
Summer 2016
QoSE: Quality of SEcurity (A network security module using a distributed NFV)
IEEE International Conference on Communications 2016, Kuala Lumpur, Malaysia (ICC)
May. 2016
Evaluation of StarCraft Artificial Intelligence Competition Bots by Experienced Human Players
ACM CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI 2016)
May. 2016
UNISAFE: A union of security actions for software switches
ACM International Workshop on Security in Software Defined Networks & Network Function Virtualization 2016, New Orleans, LA, USA (SDN-NFV Security)
Mar. 2016
A Playground for Software-defined Networking Security (Poster)
ACM SIGCOMM Symposium On SDN Research 2015, Santa Clara, CA, USA (SOSR)
Jun. 2015
Enabling Security Functions with SDN: A Feasibility Study
Computer Networks 85, 19-35 (COMNET)
May. 2015
Domestic
A study on Firewall using P4 (P4 기반 방화벽에 대한 연구)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2024 (KICS Conf.)
Feb. 2024
The method for Python code analysis using bytecode and SBERT (바이트 코드와 SBERT를 활용한 파이썬 코드 유사도 분석)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2024 (KICS Conf.)
Feb. 2024
Performance Analysis of eBPF according to System Call Tracing (eBPF의 system call 트레이싱에 따른 성능 분석)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2024 (KICS Conf.)
Feb. 2024
A survey of Hardware-based programmable data plane (하드웨어 기반 프로그래밍 가능 데이터 평면의 연구 동향)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2024 (KICS Conf.)
Feb. 2024
Variable Hash Function Generator Using DNN (심층신경망을 이용한 가변 해시 함수 생성기)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2023 (KICS Conf.)
* Best paper award
Feb. 2023
Performance analysis of WebAssembly and JavaScript by code unit (코드 단위별 웹 어셈블리와 자바스크립트의 성능 분석)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2023 (KICS Conf.)
Feb. 2023
A survey on Programmable Data Plane (프로그래밍 가능한 데이터 평면의 연구 동향)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2023 (KICS Conf.)
Feb. 2023
Review of CSET application plan for introduction of domestic industrial control system evaluation tool (국내 산업제어시스템 평가 도구 도입을 위한 CSET 적용 방안 검토)
Korean Institute of Communication Sciences Conference 2023, Pyeongchang, Korea, Feb 2023 (KICS Conf.)
Feb. 2023
BPFast: An eBPF/XDP-based high-performance packet payload inspection system for cloud environments (BPFast: 클라우드 환경을 위한 eBPF/XDP 기반 고속 네트워크 패킷 페이로드 검사 시스템)
Journal of The Korea Institute of Information Security and Cryptology (JKIISC, 한국정보보호학회논문지) (JKIISC [KCI Listing])
Apr. 2022
Mitigation for SD-WAN control traffic detection (SD-WAN 제어 트래픽 탐지에 대한 방어 기법)
2021 Cyber Security Conference at Honam (CSHONAM)
Dec. 2021
eBPF/XDP-based high-performance packet payload inspection system for container environments (컨테이너 환경을 위한 eBPF/XDP 기반 고속 네트워크 패킷 페이로드 검사 시스템)
2021 Cyber Security Conference at Honam (CSHONAM)
* Best paper award
Dec. 2021
Software-Defined Networking Enabling Expeditious Forwarding Rule Management for Cyber-Physical Defense Systems (국방 사이버-물리 시스템을 위한 신속한 전송 정책 관리를 지원하는 소프트웨어 정의 네트워킹 기술)
Journal of KIISE, vol. 46, no. 4, pp. 291-298 (정보과학회논문지, Vol.46 No.4) (JOK, [KCI Excellent Listing])
Apr. 2019
Software-Defined Networking Switch Architecture Enabling Expeditious Forwarding Rule Management for Cyber-Physical Systems (사이버-물리 시스템을 위한 신속한 전송 정책 관리를 지원하는 소프트웨어 정의 네트워크 스위치 구조)
Korea Computer Congress 2018, Jeju, Korea (한국정보과학회 학술발표논문집, Vol.2018 No.6) (KCC)
* Best paper award
Jun. 2018
An anomaly detection system via analyzing an OpenFlow flow table (오픈플로우 흐름표 (Flow Table) 분석을 통한 이상행위 탐지 시스템)
Korean Institute of Communication Sciences Conference 2018, Jeju, Korea, June 2018 (한국통신학회 학술대회논문집, Vol.2018 No.6) (KICS Conf.)
Jun. 2018
A Vulnerability Evaluation of Ryu Controller in Software-Defined Networking (소프트웨어 정의 네트워킹 기술에서의 Ryu 컨트롤러에 대한 취약성 평가)
Korean Institute of Communication Sciences Conference 2017, Daegu, Korea (한국통신학회 학술대회논문집, Vol.2017 No.11) (KICS Conf.)
Nov. 2017
An inter-device communication method using virtual network interface cards and a software switch (가상 네트워크 인터페이스 카드와 소프트웨어 스위치를 활용한 이기종간 통신)
Korean Institute of Communication Sciences Conference 2017, Daegu, Korea (한국통신학회 학술대회논문집, Vol.2017 No.11) (KICS Conf.)
Nov. 2017
Designing Artificial Neural Networking using Software-Defined Networking technology (소프트웨어 정의 네트워킹 기술을 활용한 인공신경망 구성)
Korean Institute of Communication Sciences Conference 2017, Daegu, Korea (한국통신학회 학술대회논문집, Vol.2017 No.11) (KICS Conf.)
Nov. 2017
A Reflectornet Based on Software Defined Network (소프트웨어 정의 네트워크 기반 리플렉터넷)
Journal of the KICS, Vol.39 No.6, pp. 397-405 (한국통신학회논문지, Vol.39 No.6) (KICS, [KCI Listing])
Jun. 2014
Honors & awards
Best Paper Award
(The Korean Institute of Communications and Information Science (KICS)
Jun. 2023
2022 AI system development competition (2022년 인공지능 시스템개발 경진대회)
COSS (인공지능혁신공유대학사업단)
Grand prize (1st)
Nov. 2022
Best Paper Award
The Korea Institute of Information Security and Cryptology (KIISC) at Honam
Nov. 2021
2021 Cyber Security Paper Award (2021 사이어안보(보안) 논문 공모전)
The Korea Institute of Information Security and Cryptology (KIISC)
Encourage prize (4nd)
Oct. 2021