NAEUN PARK

Na-Eun Park

last update: 2024.06.06

🔹Ph.D Student

I am Ph.D Student in the Department of Future Convergence Technology Engineering(FCTE), CSE Lab, in Sungshin Women's University, Seoul, Korea.

My current research interests are in the area of Anomaly Detection(EDR, XDR) and AI based Security.

🔹Contact Information

Address (02844) 2, Bomun-ro 34da-gil Seongbuk-gu, Seoul, Repulic of Korea
Office Sungshin Women's University, Prime #102
Email nepark.cse@gmail.com
#LinkedIn #Github #Google Scholar

🔹Education

2023.03 - present Ph.D Student in Future Convergence Technologiy Engineering(FCTE), Sungshin Women's University, Seoul, Korea
2021.09 - 2023.02 M.S in Future Convergence Technology Engineering(FCTE), Sungshin Women's University, Seoul, South Korea
2019.02 - 2021.06 B.S in Computer Engineering (Double Major), Sungshin Women's University, Seoul, South Korea
2018.02 - 2021.06 B.S in Convergence Security Engineering, Sungshin Women's University, Seoul, South Korea

🔹Research Area

Anomaly Detection and Response
- EDR (Endpoint Detection and Response), XDR (eXtended Detection and Response)
- Malware Detection
- Fuzzing
AI, XAI(eXplainable AI)
- Lightweight Technology & Security

🔹Work Experience

Sungshin Women's University, Seoul, Korea
- 2019.09 - 2020.09 Undergraduate Internship in CSE Lab

🔹Professional Activity

2024.03 - 2025.02 CSE Lab leader, Department of Future Convergence Technology Engineering, Sungshin University; 랩장
2023.09 - 2024.02 Teaching Assistant in Dept. of Convergence Security Engineering
2023.02 - 2023.08 Research Assistant in CSE Lab (Prof. Il-Gu Lee)
2021.09 - 2022.02 Teaching Assistant in Dept. of Convergence Security Engineering
2020.03 - 2020.12 I.Sly() Club member, Sungshin Women's University
2019.09 - 2019.12 Alyac Supporters (Alyac Crew) 2nd, ESTsecurity, Korea. (Link1) (Link2)
2019.03 - 2019.12 CSE(融保工) Club member, Sungshin Women's University
- 2019 KUCIS (Korea University Clubs Information Security) (Link)
2018.09 - 2019.12 Class Representative, Dept. of Convergence Security Engineering in Sungshin University; 학번대표

🔹R&D Projects

2022.07 - 2027.12 Information Protection Specialized University Support Project (MSIT)
2022.07 - 2026.12 ICT Innovative Talent 4.0: Next Generation Communication Network and Security (MSIT)
2021.03 - 2024.02 Training R&D professionals to protect industrial technology based on the 4th industrial revolution (MOTIE)
2023.04 - 2023.10 WISET Engineering Research Team(WISET), (Principal Investigator)
2021.04 - 2021.10 Analysis of Open Source EDR and Internetworking Sensors for Next Generation Threat Detection System (NSR)
2020.04 - 2020.10 Analysis of Open-Source based EDR for Next Generation Threat Detection Systems (NSR)
2019.09 - 2019.12 Security Visualization Technology Research and Development for Internet of Things (MSIT)

🔹Publications
Journal

< 2024 >

Na-Eun Park, Seo-Yi Kim, Il-Gu Lee, "Selfish Attack Detection and Response Using Cooperative Backoff Adjustment in Wireless Sensor Networks," ICT Express (SCIE, IF 5.4, Q2, JCR Top 27.8%) (Paper Link)
Yeon-Ji Lee, Na-Eun Park, Il-Gu Lee,"Lightweight Anomaly Detection Mechanism based on Machine Learning Using Low-Cost Surveillance Cameras," Lecture Notes in Computer Sciences (LNCS) 2024 (Scopus)

< 2023 >

Yu-Rim Lee, Na-Eun Park, Seo-Yi Kim, Il-Gu Lee, "Malicious Traffic Compression and Classification Technique for Secure Internet of Things," CMC-Computers, Materials & Continua, Vol.76, No. 3, pp.3465-3482, Oct. 2023 (SCI, IF 3.1)
Sun-Woo Yun, Na-Eun Park, Il-Gu Lee, "Wake-up Security: Effective Security Improvement Mechanism for Low Power Internet of Things," Intelligent Automation & Soft Computing, Vol. 37, No.3, pp. 2897-2917, Sept. 2023 (Scopus)
Yeon-Ji Lee, Ye-Sol Oh, Na-Eun Park, Il-Gu Lee, "Implementation and Evaluation of Harmful Media Filtering Techniques by Multimodal Information Extraction," Journal of Information and Communication Convergence Engineering (JICCE), Vol.21, No.1, pp.75-81, Mar. 2023 (Scopus)
Na-Eun Park, Yu-Rim Lee, Soyoung Joo, So-Yeon Kim, So-Hui Kim, Ju-Young Park, Seo-Yi Kim, Il-Gu Lee, "Performance Evaluation of Fast and Efficient Intrusion Detection Framework for Advanced Persistent Threat-based Cyber attacks," Elsevier Computers & Electrical Engineering, Vol. 105, No. 108548, Jan. 2023 (SCI, IF 4.3, JCR Q2, Top 25%) (Paper Link)

< 2022 >

So-Hyun Park, Sun-Woo Yun, So-Eun Jeon, Na-Eun Park, Hye-Yeon Shim, Yu-Rim Lee, Sun-Jin Lee, Tae-Rim Park, Na-Yeon Shin, Min-Jin Kang, and Il-Gu Lee, "Performance Evaluation of Open-source Endpoint Detection and Response combining GRR and osquery for Threat Detection," IEEE Access, Vol.10, pp.20259-20269, Feb. 2022 (SCI, IF 3.367, JCR Q2) (Paper Link)
Na-Eun Park, So-Hyun Park, Ye-Sol Oh, Jung-Hyun Moon and Il-Gu Lee, "Distributed Authentication Model for Secure Network Connectivity in Network Separation Technology," Sensors, Vol.22, No. 579, Jan. 2022 (SCI, IF 3.576, JCR Q2). (Paper Link)

< 2021 >

Sun-Woo Yun, Il-Gu Lee, So-Hyun Park, Na-Eun Park, So-Eun Jeon, Ye-Sol Oh, and Ji-Eun Lee, "Industrial Security Technologies and Policies for Smart Logistics Utilizing Drones," Korean Journal of Industrial Security, Vol.11, No.1, pp. 221-243, 2021 (KCI). (Paper Link)
윤선우, 이일구, 박소현, 박나은, 전소은, 오예솔, 이지은, "드론을 활용한 스마트 물류 산업보안 기술 및 정책", 한국산업보안연구, 11(1), 137-161. 2021 (KCI).

< 2020 >

Na-Eun Park, Jongwan Kim, Tae-Seog Jeoung, "Cache Memory and Replacement Algorithm Implementation and Performance Comparison" Journal of the Korea Society of Computer and Information(JKSCI), Vol. 25 No.3, pp. 11-17, Mar. 2020. (KCI) (Paper Link)
박나은, 김종완, 정태석, "캐시 메모리와 교체 정책 구현 및 성능의 비교", 한국컴퓨터정보학회논문지, 25(3), 11-17, 2020 (KCI).

Conference

< 2024 >

Na-Eun Park, Yeon Jin Kim, Il-Gu Lee, "Testcase Selection Technique for Lightweight Fuzzing," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024
Yeon-Jin Kim, Na-Eun Park, Il-Gu Lee, "Autoencoder-based Data Compression Technique for Lightweight IoT," Annual Symposium of KIPS 2024, Pyeongchang, Korea, May. 2024

< 2023 >

Yeon-Jin Kim, Na-Eun Park, Il-Gu Lee,"Machine learning detection model for identifying IoT resource exhaustion attacks," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)
Yeon-Ji Lee, Na-Eun Park, Il-Gu Lee,"Lightweight Abnormal Detection Techniques Using Low-Cost Surveillance Cameras," The 26th Annual International Conference on Information Security and Cryptology (ICISC), Seoul, Korea, Nov. 2023
Yerim Jeong, Na-Eun Park, Il-Gu Lee,"Grouping-based cooperative transmit power control against selfish attack," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023.
Yu-Ran Jeon, Jung-Hwa Ryu, So-Yeon Kim, Na-Eun Park, Il-Gu Lee,"CaliProb: Probability-based Calibration Model for Robust Predictions in Environments with Data Biases," 33rd International Telecommunication Networks and Applications Conference (ITNAC) , Melbourne, Australia, Nov. 2023 (Student Travel Grant)
Seo-Yi Kim, Na-Eun Park, Il-Gu Lee, "Reliable and Low-Latency Intrusion Detection System for Lightweight Internet of Things Environment," IEEE 98th Vehicular Technology Conference (VTC), Hong Kong, Oct. 2023 (Paper Link)
Na-Eun Park, So-Yeon Kim, Yuran Jeon, Seoyi Kim and Il-Gu Lee, "Data Calibration to Enhance Security and Accuracy of Federated Learning," The 24rd World Conference on Information Security Applications, Jeju Island, South Korea, Aug. 2023

< 2022 >

Yu-Rim Lee, Na-Eun Park, Seoyi Kim, Il-Gu Lee, "Malicious traffic classification techniques utilizing compressed sensing and learning for secure Internet of Things," 6th International Symposium on Mobile Internet Security (MobiSec'22), Jeju Island, South Korea, Dec. 2022
Sun-Woo Yun, Na-Eun Park, Il-Gu Lee, "Low Power High Performance Security Mechanism for Internet of Things," 6th International Symposium on Mobile Internet Security (MobiSec'22), Jeju Island, South Korea, Dec. 2022
Seo-Yi Kim, Na-Eun Park, Il-Gu Lee, "Brute Force Attack Detection Technique Using Open Source EDR in Remote Work Environments," Korea Institute of Information Security & Cryptology (KIISC) CISC-W'22 , Seoul, South Korea, Nov. 2022
Na-Eun Park, Tae-Rim Park, Hye-Yeon Shim, Yeon-Ji Lee and Il-Gu Lee, "Network Traffic Aware Memory Attestation for Low Power Internet of Things," The 23rd World Conference on Information Security Applications, Jeju Island, South Korea, Aug. 2022
Na-Eun Park, Yeon-Ji Lee, and Il-Gu Lee, "Performance evaluation of machine learning algorithms for anomaly detection," Korea Convergence Security Association (KCSA) Conference, Seoul, South Korea, Jul. 22, 2022

< 2021 >

Sun-Woo Yun, Na-Eun Park, and Il-Gu Lee, "Low Power Security Architecture for the Internet of Things," The 50th Korea Institute of Information and Communication Engineering (KIICE) Conference, Seoul, South Korea, Oct. 28, 2021
Yeon-Ji Lee, Ye-Sol Oh, Na-Eun Park, and Il-Gu Lee, "A Study on Harmful Media Filtering Techniques by Image Information Extraction," Korea Convergence Security Association (KCSA) Conference, Seoul, South Korea, Aug. 20, 2021
Jung-Yeon Oh, Na-Eun Park, and Il-Gu Lee, "Analysis of Domestic and Foreign Legal Systems and Standardization Technologies for Disaster Communication Network," Korea Convergence Security Association (KCSA) Conference, Seoul, South Korea, Aug. 20, 2021 (Best Paper Award)
So-Eun Jeon, Na-Eun Park, and Il-Gu Lee, "Comparative Analysis of Open Source Forensic Tools and Internetworking Techniques for Expanding Response Coverage," KAIS/KAF Joint Conference, Seoul, South Korea, Aug. 19, 2021
Na-Eun Park, So-Eun Jeon, and Il-Gu Lee, "Efficient Remote Memory Attestation Technique for Massive Internet of Things," The 31st Joint Conference on Communications and Information (JCCI), Busan, South Korea, Apr. 2021
So-Eun Jeon, Na-Eun Park, and Il-Gu Lee, "A Study on Distributed Encryption Method for Lightweight Internet of Things," The 31st Joint Conference on Communications and Information (JCCI), Busan, South Korea, Apr. 2021

🔹Patents
Granted

Il-Gu Lee, Na-Eun Park, So-Eun Jeon, So-Young Joo, So-Yeon Kim, "Method and systems for transmitting secure data between nodes," Korea Appl. No. 10-2384949, April. 5, 2022 (Filed at Feb. 26, 2021).
Il-Gu Lee, So-Hyun Park, Sun-Woo Yun, Na-Eun Park, So-Yeon Kim, Eun-Young Lee, So-Hyun Bae, Ye-Sol Oh, Jung-Hyun Moon, "Network information security method and apparatus," Korea, Patent. No. 10-2421722, Jul. 12, 2022 (Filed at Sep. 28, 2020).
Il-Gu Lee, Na-Eun Park, So-Eun Jeon, Ye-Sol Oh, Ji-Eun Lee, "Operation method of drone system," Korea, Patent. No. 10-2313117, Oct. 8, 2021 (Filed at May. 15, 2020).
Na-Eun Park, So-Eun Jeon, Se-Young Lee, Jung-Hyun Moon, Kyung-Jin Son, "Authentication system and method for network environment," Korea, Patent. No. 10-2259156, May. 26, 2021 (Filed at Aug. 28, 2020).
Il-Gu Lee, Na-Eun Park, So-Eun Jeon, Se-Young Lee, "Method of learning sensing data based on sensor and method of providing service," Korea, Patent. No. 10-2255076, May. 17, 2021 (Filed at Aug. 30, 2019).
Na-Eun Park, So-Eun Jeon, Se-Young Lee, Jung-Hyun Moon, Kyung-Jin Son, "Authentication system and method for network environment," Korea, Patent. No. 10-2259156, May. 26, 2021 (Filed at Aug. 28, 2020).

Pending

Il-Gu Lee, Na-Eun Park, Yeon-Ji Lee, Yu-Ran Jeon, So-Hyun Park, Hye-Yeon Shim, "Opinion Survey Apparatus and method," Korea Appl. 10-2024-0064307, May 17, 2024.
Il-Gu Lee, Sun Jin Lee, So-Eun Jeon, Na-Eun Park, Ha-Eun Lee"Smart control apparatus and method," Korea, Patent, No. 10-2024-00599425, 2024.05.03
Il-Gu Lee, Yu-Rim Lee, Na-Eun Park, "Method and apparatus for adaptive data processing of homomorphic encryption," Korea Appl. 10-2022-0110795, Sept. 1, 2022.

🔹Work in Progress
Submitted

Yu-Rim Lee, Na-Eun Park, Il-Gu Lee, "Adaptive Data Processing Techniques for Improving Latency and Reliability of Homomorphic Cryptography Systems," Elsevier Signal Processing- Image Processing (revision)

To be Submitted

Machine Learning based Sefish Node Detection and Response Technique in Network
Testcase Selection Technique for Lightweight Fuzzing
Parallel Fuzzing for Lightweight Fuzzing
XDR Enhancement Technique using XAI

🔹Honors and Awards

Excellent Paper Award, 2024, by KIPS (Korea Information Processing Society) president, in ASK 2024 (Annual Symposium of KIPS 2024)
우수논문상, 경량 퍼징을 위한 테스트케이스 선택 기법(Testcase Selection Technique for Lightweight Fuzzing)
Bronze Awards, 2023, by President of IT Business Women's Association, in ICT/SW Women's Start-up Contest

무선 컨넥티비티 플랫폼 모아이음 (이하은, 이선진, 전소은, 박나은, 이일구), 3등상, IT여성기업인회장상

Bronze Awards, 2023, by Dean of College of Knowledge-Based Services Engineering, in 2023 Convergence Security/Future Convergence Technology Paper
2023 융합보안/미래융합기술논문대상, 3등상, 성신여자대학교 지식서비스공과대학장, 2023.
Encouragement Paper Award, 2022, by KCSA (Korea Convergence Security Association) president, in 2022 KCSA Conference
Encouragement Paper Award in the field of Artificial Intelligence, 2021, by KCSA (Korea Convergence Security Association) president, in 2021 KCSA Conference
Best Paper Award, 2021, by Defense Computing Information Agency President, in 2021 KCSA Conference
Encouragement Prize, 2021, ICCT 2021, The 4th Capstone Design College Student Contest
The Grand Prize, 2021, by Convergence Security Engineering of Sungshin University, in 2021 Convergence Security Paper Contest 최우수상
3rd Prize, 2020, by E-consumer, in 2020 University Students Quantum Crypto Communication Idea Contest
Grand Prize, 2020, by Sungshin University, in 2020 Student Invention Idea Contest 대상
Encouragement Prize, 2020, by Korea Communication Agency (KCA), in 2020 Information Communication Public Data Utilization Idea Contest
Silver Prize, 2020, by Industrial Security Research Society Commissioner, in 2020 Industrial Security Thesis Contest
Excellent Paper Award, 2020, by Korea Information Processing Society, in 2020 Online Autumn academic conference 우수논문상
Encouragement Prize, 2020, by Convergence Security Engineering of Sungshin University, in 2020 Convergence Security Creative Software Contest
Grand Prize, 2020, by Convergence Security Engineering of Sungshin University, in 2020 Convergence Security Paper Contest 대상
Encouragement Prize, 2019, by Convergence Security Engineering of Sungshin University, in 2019 Idea Hackaton Contest

🔹News

성신여대 대학원생·학부생 연구팀, SCI급 국제 학술지에 연구논문 게재 (Link)
성신여대 연구팀, SCI급 국제 학술지에 ‘지능형 사이버 공격 대응 방법’ 논문 게재 (Link)
성신여대, ‘여대학원생 공학연구팀제’ 전국 최다 6개 연구팀 선정 (Link)
한국산업보안연구학회-한국포렌식학회, 2021 하계 공동 학술대회 개최 (Link)
한국산업보안연구학회-한국포렌식학회, 2021 하계 공동 학술대회 개최 (Link)
융합보안공학과팀의 교내 학생 발명 아이디어 공모전 대상, 최우수상 수상 (Link)
2020년 융합보안공학과 입상 내역 (Link)
2020 산업보안 논문경진대회 수상 (Link)