논문 | 정보보호 연구실 홈페이지

국제저널/학술대회

2025	Reliable Application Identification in Encrypted Traffic Under Review Junghyeok Im, Hyeongy Shon, Seokhyeon Eom, Juyeob Oh, and MyungKeun Yoon
	Sketch-to-BERT: A Measurement Framework for TLS 1.3 Traffic Under Review Hyeongy Shon, Seokhyeon Eom, Junghyeok Im, and MyungKeun Yoon
	Mitigating Semantic Label Divergence in Federated Learning: Obfuscated Encoding and Alert Filtering for Security Monitoring PLoS ONE, December 2025 Yoonho Lee, Joonghyuk Im, Jisu Kim, Myungkeun Yoon
	Flow Whitelist for Network-based Anomaly Detection in IoT Under Review Youna Choi, HyunMin Kim, and MyungKeun Yoon
	Detecting Unknown Cyberattacks on Traffic Management Center in C-ITS IEEE Communications Magazine, Accepted Seunghyun Jang, Jisu Kim, Hyeongy Shon, Chanmin Park, and MyungKuen Yoon
2024	Relative Frequency-Rank Encoding for Unsupervised Network Anomaly Detection IEEE/ACM Trans. on Networking, vol. 32, issue 4, pp.3453-3467, May 2024 Minsong Kim, Woohyuk Jang, JunNyung Hur, and MyungKeun Yoon
	Detecting Internet-of-Things Malware on Evidence Generation IEEE Internet of Things Journal (JCR Q1, Top 5%), vol. 11, issue 22, pp.36950~36964, August 2024 YoonSeok Han, HyungBin Seo, and MyungKeun Yoon
2023	Semi-Supervised Alert Filtering for Network Security MDPI Electronics, Vol.12, Issue 23, November 2023 Hyeon Gy Shon, Yoonho Lee and MyungKeun Yoon
	SELID: Selective Event Labeling for Intrusion Detection Datasets MDPI Sensors, Vol.23, Issue 13, July 2023 WooHyuk Jang, HyunMin Kim, Hyungbin Seo, MinSong Kim and MyungKeun Yoon
	Generative Intrusion Detection and Prevention on Data Stream Proc. of Usenix Security '23 (CS분야 최우수 학술대회, 보도자료) HyungBin Seo and MyungKeun Yoon
	Data Auditing for Intelligent Network Security Monitoring IEEE Communications Magazine, Volume 61, Issue 3, March 2023 (JCR Q1, Top 10%) SeukGue Hong, HyungBin Seo and MyungKeun Yoon
	Packet Chunking For File Detection IEEE/ACM Transactions on Networking, June 2023 JunNyung Hur, Hyeon Gy Shon, Young Jae Kim and MyungKeun Yoon
2022	FILM: Filtering and Machine Learning for Malware Detection in Edge Computing MDPI Sensors, Vol.22, Issue 6, March 2022 Young Jae Kim, Chan-Hyeok Park, and MyungKeun Yoon
	Compact feature hashing for machine learning based malware detection ICT Express, March 2022 Damin Moon, JaeKoo Lee, and MyungKeun Yoon
2021	Finding Critical Files from a Packet Proc. of IEEE INFOCOM'21 (CS분야 최우수 학술대회, 보도자료) JunNyung Hur, Hahoon Jeon, Hyeon Gy Shon, Young Jae Kim, MyungKeun Yoon
	Scalable and Multifaceted Search and its Application for Binary Malware Files IEEE Access, Vol.9, August 2021 (관련 기술 소개 동영상) Donghoon Kim, Junnyung Hur, and MyungKeun Yoon
	Advanced Network Sampling with Heterogeneous Multiple Chains MDPI Sensors, Vol.21, Issue 5, March 2021 Jaekoo Lee, MyungKeun Yoon, and Song Noh
2019	Address Block Counting Using Two-Tier Cardinality Estimation IEEE Access, Vol.7, September 2019 MyungKeun Yoon and Young Jae Kim
	A constant-time chunking algorithm for packet-level deduplication ICT Express, Vol.5, no.2, pp.131-135, August 2019 MyungKeun Yoon
2018	Accurate and Communication-Efficient Detection of Widespread Events IEEE Access, Vol.6, November 2018 JIMAN JEONG, SYED MOEEN ALI NAQVI, AND MYUNGKEUN YOON
	Finding Widespread Events with Simple Bitmaps IEICE Trans. on Information and Systems, Vol. E101.D, Issue 12, pp.3246-3248, November 2018 Syed Moeen Ali Naqvi and Myungkeun Yoon
	Regular Expression Filtering on Multiple q-grams IEICE Trans. on Information and Systems, Vol. E101.D, pp.747-750, January 2018 Seon-Ho Shin, HyunBong Kim, and MyungKeun Yoon
2016	When Bloom Filters Are No Longer Compact: Multi-Set Membership Lookup for Network Applications IEEE/ACM Trans. on Networking, vol. 24, issue 6, pp.3326-3339, Dec., 2016 Yan Qiao, Shigang Chen, Zhen Mo, MyungKeun Yoon
	PrIDE: A Protocol-Independent De-Duplication Engine for Packet Recording IEEE Network, Vol. 30, Issue 6, pp.42-48, Nov., 2016 (JCR Q1, Top 10%) Seon-Ho Shin, Jooyoung Lee, Ji-Man Jeong, HyunBong Kim, Jong-Hyun Kim, Ikkyun Kim, MyungKeun Yoon
	Hash Table with Expanded-Key for High-Speed Networking IEICE Trans. on Information and Systems, Vol. E99.D, pp.747-750, February 2016 Seon-Ho SHIN, Jooyoung LEE, Jong-Hyun KIM, Ikkyun KIM, and MyungKeun YOON
2015	Customer Data Scanner for Hands-Free Mobile Payment SooHyung Kim, Daeseon Choi, Seung-Hun Jin, Hyunsoo Yoon, JinWoo Son, and MyungKeun Yoon, IEICE Trans. on Communications, Vol .E98-B, Nov. 2015
2014	Bloom Tree: A Search Tree Based on Bloom Filters for Multiple-Set Membership Testing MyungKeun Yoon, JinWoo Son, and Seon-Ho Shin, Proc. of IEEE INFOCOM'14 (CS분야 최우수 학술대회)
	Asymmetric Sparse Bloom Filter MyungKeun Yoon, JinWoo Son, and Seon-Ho Shin, IEICE Trans. on Communications, Vol.E97-B, No.4, pp.765-772, April 2014
	A Grand Spread Estimator Using a Graphics Processing Unit Seon-Ho Shin, Eun-Jin Im, and MyungKeun Yoon, Journal of Parallel and Distributed Computing, Vol. 74, Issue 2, pp 2039-2047, February 2014
2013	Distributed One-Time Keyboard Systems YoungLok Park and MyungKeun Yoon, IEICE Trans. on Information and Systems, Vol.E96-D, December 2013
	Whitelisting for Critical IT-Based Infrastructure YoungHwa JANG, InCheol SHIN, Byung-gil MIN, Jungtaek SEO, and MyungKeun YOON, IEICE Trans. on Communications, Vol.E96-B, No.4, pp 1070-1074, 2013.4
2012	An efficient incentive scheme with a distributed authority infrastructure in peer-to-peer networks Zhan Zhang, Shigang Chen, Zhen Mo, and MyungKeun Yoon, Journal of Parallel and Distributed Computing, Vol. 72, Issue 12, pp 1741-1752, December 2012
	An Incrementally-Deployable Path Address Scheme MyungKeun Yoon and Shigang Chen, Journal of Parallel and Distributed Computing, Vol. 72, Issue 10, pp 1215-1225, October 2012
	Virtual Vectors and Network Traffic Analysis Seon-Ho Shin and MyungKeun Yoon, IEEE Network, Vol. 26, pp. 22 – 26 January/February, 2012
2011	Fit a Compact Spread Estimator in Small High-Speed Memory MyungKeun Yoon, Tao Li, Shigang Chen, and Jih-Kwon Peir, IEEE/ACM Trans. on Networking, Vol.19, No.5, pp. 1253-1264 October, 2011
	A New Method for Per-Flow Traffic Measurement MyungKeun Yoon, IEICE Trans. on Communications, vol.E94-B, No.8, 2011.8
	Detecting Stealthy Spreaders by Random Aging Streaming Filters MyungKeun Yoon and Shigang Chen, IEICE Trans. on Communications, Vol.E94-B, No.8, 2011.8
	Detecting Long Duration Flows without False Negatives SangWoo Lee, Seon-Ho Shin, and MyungKeun Yoon, IEICE Trans. on Communications, Vol.E94-B, No.5, 2011.5
2010	Using Whitelisting to Mitigate DDoS Attacks on Critical Internet Sites MyungKeun Yoon, IEEE Communications Magazine, vol. 48, pp 110 - 115, 2010.7
	Minimizing the Maximum Firewall Rule Set in a Network with Multiple Firewalls MyungKeun Yoon, Shigang Chen, and Zhan Zhang, IEEE Trans. on Computers, vol. 59, pp 218 - 230, 2010.2
	Aging Bloom Filter with Two Active Buffers for Dynamic Sets MyungKeun Yoon, IEEE Trans. on Knowledge and Data Engineering, vol. 22, pp 134 - 138, 2010.1
	Incrementally Updatable Bloom Filter and Network Application MyungKeun Yoon, IEICE Trans. on Communications, Vol. E92-B, No.11, pp. 3484-3486, 2009.11
2009	Fit a Spread Estimator in Small Memory MyungKeun Yoon, Tao Li, Shigang Chen, and Jih-Kwon Peir, Proc. of IEEE INFOCOM'09, pp 504 - 512, 2009.4. (CS분야 최우수 학술대회)
2008	Real-time Detection of Invisible Spreaders MyungKeun Yoon and Shigang Chen, Proc. of IEEE GLOBECOM'08, pp 1 - 5, 2008.12
2007	Reducing the Size of Rule Set in a Firewall MyungKeun Yoon, Shigang Chen, and Zhan Zhang, Proc. of IEEE ICC'07, pp 1274 - 1279, 2007.6
	MARCH: A Distributed Incentive Scheme for Peer-to-Peer Networks Zhan Zhang, Shigang Chen, and MyungKeun Yoon, Proc. of IEEE INFOCOM'07, pp 1091 - 1099, 2007.5. (CS분야 최우수 학술대회)

국내저널/학술대회

2025	에이전틱 AI 기반 자율형 데이터 유출 방지 한국정보보호학회 2025년 동계학술대회 (우수논문) 조항범, 오주엽, 박찬민, 최영락, 손현기, 윤명근
	BPF 백도어 매직패킷 실시간 탐지 연구 한국정보보호학회 2025년 하계학술대회 (최우수논문, 보도자료) 손현기, 백승렬, 이윤호, 최영락, 장승현, 윤명근
2024	차세대 지능형 교통시스템 이상탐지 실증 연구 한국정보보호학회 2024년 동계학술대회 (우수논문) 김지수, 장승현, 최유나, 김현민, 신재혁, 윤명근

2025

에이전틱 AI 기반 자율형 데이터 유출 방지

한국정보보호학회 2025년 동계학술대회 (우수논문)

조항범, 오주엽, 박찬민, 최영락, 손현기, 윤명근

BPF 백도어 매직패킷 실시간 탐지 연구

한국정보보호학회 2025년 하계학술대회 (최우수논문, 보도자료)

손현기, 백승렬, 이윤호, 최영락, 장승현, 윤명근

2024

차세대 지능형 교통시스템 이상탐지 실증 연구

한국정보보호학회 2024년 동계학술대회 (우수논문)

김지수, 장승현, 최유나, 김현민, 신재혁, 윤명근

논문

논문

국제저널/학술대회

Reliable Application Identification in Encrypted Traffic

Sketch-to-BERT: A Measurement Framework for TLS 1.3 Traffic

Mitigating Semantic Label Divergence in Federated Learning: Obfuscated Encoding and Alert Filtering for Security Monitoring

Flow Whitelist for Network-based Anomaly Detection in IoT

Detecting Unknown Cyberattacks on Traffic Management Center in C-ITS

Relative Frequency-Rank Encoding for Unsupervised Network Anomaly Detection

Detecting Internet-of-Things Malware on Evidence Generation

Semi-Supervised Alert Filtering for Network Security

SELID: Selective Event Labeling for Intrusion Detection Datasets

Generative Intrusion Detection and Prevention on Data Stream

Data Auditing for Intelligent Network Security Monitoring

Packet Chunking For File Detection

FILM: Filtering and Machine Learning for Malware Detection in Edge Computing

Compact feature hashing for machine learning based malware detection

Finding Critical Files from a Packet

Scalable and Multifaceted Search and its Application for Binary Malware Files

Advanced Network Sampling with Heterogeneous Multiple Chains

Address Block Counting Using Two-Tier Cardinality Estimation

A constant-time chunking algorithm for packet-level deduplication

Accurate and Communication-Efficient Detection of Widespread Events

Finding Widespread Events with Simple Bitmaps

Regular Expression Filtering on Multiple q-grams

When Bloom Filters Are No Longer Compact: Multi-Set Membership Lookup for Network Applications

PrIDE: A Protocol-Independent De-Duplication Engine for Packet Recording

Hash Table with Expanded-Key for High-Speed Networking

Customer Data Scanner for Hands-Free Mobile Payment

Bloom Tree: A Search Tree Based on Bloom Filters for Multiple-Set Membership Testing

Asymmetric Sparse Bloom Filter

A Grand Spread Estimator Using a Graphics Processing Unit

Distributed One-Time Keyboard Systems

Whitelisting for Critical IT-Based Infrastructure

An efficient incentive scheme with a distributed authority infrastructure in peer-to-peer networks

An Incrementally-Deployable Path Address Scheme

Virtual Vectors and Network Traffic Analysis

Fit a Compact Spread Estimator in Small High-Speed Memory

A New Method for Per-Flow Traffic Measurement

Detecting Stealthy Spreaders by Random Aging Streaming Filters

Detecting Long Duration Flows without False Negatives

Using Whitelisting to Mitigate DDoS Attacks on Critical Internet Sites

Minimizing the Maximum Firewall Rule Set in a Network with Multiple Firewalls

Aging Bloom Filter with Two Active Buffers for Dynamic Sets

Incrementally Updatable Bloom Filter and Network Application

Fit a Spread Estimator in Small Memory

Real-time Detection of Invisible Spreaders

Reducing the Size of Rule Set in a Firewall

MARCH: A Distributed Incentive Scheme for Peer-to-Peer Networks

국내저널/학술대회

에이전틱 AI 기반 자율형 데이터 유출 방지

BPF 백도어 매직패킷 실시간 탐지 연구

차세대 지능형 교통시스템 이상탐지 실증 연구