Journal

<2024>

1. So-Eun Joen, Ye-Sol Oh, Yeon-Ji Lee, Il-Gu Lee,"Suboptimal Feature Selection Techniques for Effective Malicious Traffic Detection on Lightweight Devices," Computer Modeling in Engineering & Sciences , pp.1-19, Apr. 2024 (SCI, IF 2.4, Q2)

2. Hye-Yeon Shim, Min-Seo Kweun, Da-Young Yoon, Ji-Young Seo, Il-Gu Lee, "Safety Verification Techniques of Privacy Policy Using GPT", Journal of The Korea Institute of Information Security & Cryptography , 2024 (KCI)

3. Sun-Jin Lee, So-Eun Jeon, Il-Gu Lee ,"A machine learning-enhanced endpoint detection and response framework for fast and proactive defense against advanced cyber attacks," Soft Computing (SCI, IF 4.1, Q2)

4. 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)

5. Sun-Jin Lee, Chae-Rim Han, Ha-Eun Kim, Do-Eun Kim, Il-Gu Lee,"Industrial IoT Data Protection Technology and Policy for Strengthening OT Industrial Security," Korean Journal of Industrial Security, Vol. 14, pp.161-193, Jan. 2024 (KCI)

6. So-Hui Kim, Il-Gu Lee, Ye-Eun Lee, "Practical Zero Trust Technology and Policy for 5G Network Convergence Industry," Korean Journal of Industrial Security, Vol. 14, pp.203-222, Jan. 2024 (KCI)

<2023>

7. Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Federated Deep Reinforcement Learning for Secure Industrial Internet of Things,"  Journal of the Korea Institute of Information Security & Cryptology (JKIISC), Vol.33, No.6, pp. 1055-1065, Dec. 2023 (KCI)

8. Seo-Woo Choi, Myeong-Jin Han, Yeon-Ji Lee, Il-Gu Lee, "Classification of Malware Families Using Hybrid Datasets," Journal of the Korea Institute of Information Security & Cryptology (JKIISC), Vol.33, No.6, pp. 1067-1076, Dec. 2023 (KCI)

9. 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)

10. Chae-Rim Han, Sun-Jin Lee, Il-Gu Lee, "Performance Improvement of Fuzzy C-Means Clustering Algorithm by Optimized Early Stopping for Inhomogeneous Datasets," Journal of Information and Communication Convergence Engineering (JICCE), Vol.21, No.3, pp.198-207, 2023 (Scopus)

11. 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)

12. Jung-Hyun Moon, Il-Gu Lee, Yu-Ran Jeon, Jung-Hwa Ryu, "Technical and legal management measures to prevent technology leakage in the digital therapeutic industry," Korean Journal of Industrial Security, Vol. 13, No.2, pp.121-147, Aug. 2023 (KCI)

13. Sun-Woo Yun, Eun-Young Lee, and Il-Gu Lee, "Selective Layered Blockchain Framework for Privacy-preserving Data Management in Low-latency Mobile Networks," Journal of Internet Technology, Vol.24, No. 4, pp. 881-891, July. 2023 (SCI, IF 1.140)

14. So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Machine Learning-based Efficient Discovery of Software Vulnerability for Internet of Things,"  Intelligent Automation & Soft Computing,  Vol. 37, No. 2, pp. 2407-2419, June. 2023 (SCI, IF 2.0)

15. So-Eun Jeon, Sun-Jin Lee, Il-Gu Lee, "Hybrid in-network computing and distributed learning for large-scale data processing," Elsevier Computer Networks, Vol. 226, May. 2023 (SCI, IF 5.6, JCR Q1, Top 13.9%)

16. So-Eun Jeon, Sun-Jin Lee, Eun-Young Lee, Yeon-Ji Lee, Jung-Hwa Ryu, Jung-Hyun Moon, Sun-Min Yi, Il-Gu Lee, "An Effective Threat Detection Framework for Advanced Persistent Cyberattacks," CMC-Computers, Materials & Continua, Vol.75, No. 2, pp.4231-4253, Mar. 2023 (SCI, IF 3.1)

17. 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)

18. Na Yeon Shin, Jin Min Lee, Hyeon No, Il-Gu Lee, "Analysis of unfairness of artificial intelligence-based speaker identification technologies," Journal of the Korea Convergence Security Association, Vol. 23, No. 1, pp.27-34, 2023 (KCI)

19. Sun-Jin Lee, Yu-Rim Lee, So-Eun Jeon, Il-Gu Lee, "Machine Learning-based Jamming Attack Classification and Effective Defense Techniques," Elsevier Computers & Security, Vol. 128, May. 2023 (SCI, IF 5.6, JCR Q2, Top 25.6%)

20. Ye-Seul Kil, Il-Gu Lee, Ye-Sol Oh, "Technology to track indutsrial confidentiality leaks for effective implementation of the industrial confidentiality protection law system," Korean Journal of Industrial Security, Vol.13, pp.27-47, Feb. 2023 (KCI)

21. Jung-Hwa Ryu, Il-Gu Lee, Jung-Hyun Moon, "OT Industrial Security Enhancement Focused on Security-by-Design," Korean Journal of Industrial Security, Vol.13, pp.91-118, Feb. 2023 (KCI)

22. 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%)

23. Ji-Hyun Nam, Sun-Jae Lee, Sungpil Park, and Il-Gu Lee, "IP dLedger: Decentralized Ledger for Intellectual Property Administration," Elsevier Technological Forecasting and Social Change, Vol. 186, Part A, Jan. 2023 (SSCI, IF 12.0, JCR Q1, Top 3.7%).

<2022>

24. So-Hui Kim, Hak-Kyong Kim, Min-Jeong Kim, "Critical Review of Effectiveness of the National State-of-the Art Strategic Industry Act in Korea: From the Perspective of Protection of National State-of-the Art Strategic Technology," Korean Journal of Industrial Security, Vol. 12, No.3, pp.27-53, Dec. 2022 (KCI)

25. Ye-Seul Kil, Hyo-Jin Lee, Jung-Hwa Ryu, and Il-Gu Lee, "Multi-type object detection-based de-identification technique for personal information protection," Journal of the Korea Convergence Security Association, Vol.22, No.5, pp.9-20, Dec. 2022 (KCI)

26. Sun-Jin Lee, Tae-Rim Park, So-Hui Kim, Young-Eun Oh, and Il-Gu Lee, "A study on the policy of de-identifying unstructured big data to vitalize the convergence industry," Journal of the Korea Convergence Security Association, Vol.22, No.4, pp.85-97, Oct. 2022 (KCI)

27. So-Eun Jeon, Ji-Won Ock, Min-Jeong Kim, Sa-Ra Hong, Sea-Rom Park, and Il-Gu Lee, "Efficient Poisoning Attack Defense Techniques Based on Data Augmentation," Journal of the Korea Convergence Security Association, Vol.22, No.3, pp.25-32, 2022 (KCI)

28. Jin-Min Lee, So-Yeon Kim, Il-Gu Lee, "Lightweight AES-based Whitebox Cryptography for Secure Internet of Things," Journal of the Korea Institute of Informaiton and Communication Engineering (JKIICE), Vol. 26, No. 9, pp. 1382-1391, 2022 (KCI).

29. Tae-Rim Park, Il-Gu Lee, and Sun-Jin Lee, "Industrial Security Management Policy and System to Prevent the Leakage of Confidential Information for Precision Medical Industry," Korean Journal of Industrial Security, Vol. 12, No. 1, pp. 111-130, 2022 (KCI).

30. Chae-rim Han, Su-hyun Yun, Myeong-jin Han, and Il-Gu Lee, "Machine Learning-based Malicious URL Detection Technique," Journal of the Korea Institute of Information Security & Cryptology, Vol. 32, No. 3, pp.555-564, 2022 (KCI).

31. So-Eun Jeon,  Ye-Sol Oh, and Il-Gu Lee, "A study on the policy measures for the prevention of industrial secret leakage in the metaverse," Journal of Digital Convergence, Vol. 20, No. 4, pp. 377-388, 2022 (KCI).

32. Kyungmin Go, Il-Gu Lee, Sungwon Kang, and Myungchul Kim, "Secure video transmission framework for battery-powered video devices," IEEE Transactions on Dependable and Secure Computing, Vol. 19, No. 1, pp.275-287, Feb. 2022 (SCI, IF 7.329, JCR Q1, Top 6.6%).

33. 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).

34. So-Hyun Park, Soyoung Joo, and Il-Gu Lee, "Secure Visible Light Communication System via Cooperative Attack Detecting Techniques," IEEE Access, Vol.10, pp.20473-20485, Feb. 2022 (SCI, IF 3.367, JCR Q2).

35. Bongsoo Lee, Il-Gu Lee, and Myungchul Kim, "Design and Implementation of Secure Cryptographic System on Chip for Internet of Things," IEEE Access, Vol. 10, pp. 18730-18742, Feb. 2022 (SCI, IF 3.367, JCR Q2).

36. Bongsoo Lee, Il-Gu Lee, and Myungchul Kim, "FIT: Design and Implementation of Fast ID Tracking System on Chip for Vehicular Ad-hoc Networks," Wireless Personal Communications, Jan. 2022 (SCI, IF 2.017).

37. Eun-Young Lee, Nam-Ryeong Kim, Chae-Rim Han, and Il-Gu Lee, "Evaluation and Comparative Analysis of Scalability and Fault Tolerance for Practical Byzantine Fault Tolerant based Blockchain," Journal of the Korea Institute of Informaiton and Communication Engineering (JKIICE), Vol. 26, No. 2, pp.271-277, Feb. 2022 (KCI).

38. Ga-Hye Jeon, Ji-Hyun Lee, Yeon-Su Sung, Hyun-Ju Park, You-Jin Lee, Sun-Woo Yun and Il-Gu Lee, "Cooperative Friendly Jamming Techniques for Drone-based Mobile Secure Zone," Sensors, Vol. 22, No. 865, Jan. 2022 (SCI, IF 3.576, JCR Q2).

39. 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).

<2021>

40. Sun-Jin Lee, Hye-Yeon Shim, Yu-Rim Lee, Tae-Rim Park, and Il-Gu Lee, "Ransomware Detection using Open-Source Tools," ICACT Transaction on Advanced Communications Technology (ICACT-TACT), Vol.10, No.5, pp.1385-1391, Sept. 2021 (Scopus)

41. Sohui Kim, Il-Gu Lee, Sara Hong, and Jiyeon Baek "A study on ways to improve the legal system to protect industrial technologies in a cloud environment," Journal of Defense and Security, Vol.3, No.2, pp.174-197, 2021 (KCI).

42. EunJi Lim, EunYoung Lee, and Il-Gu Lee, "Behavior and Script Similarity-based Cryptojacking Detection Framework Using Machine Learning," Journal of the Korea Institute of Information Security & Cryptology (JKIISC), Vol. 31, No. 6, Dec. 2021 (KCI).

43. Il-Gu Lee, Duk Bai Kim, Jeongki Choi, Hyungu Park, Sok-Kyu Lee, Juphil Cho, and Heejung Yu, "Wi-Fi HaLow for Long Range and Low Power Internet of Things: System on Chip Development and Performance Evaluation," IEEE Communications Magazine, Vol.59, No. 7, pp. 101-107, Jul. 2021 (SCI, IF 11.05, JCR Q1, Top 4.95%).

44. So-Hui Kim, Yu-Rim Lee, Il-Gu Lee, "A Study on the Improvement of Public Cloud Technology and Policy,  Journal of Digital Convergence, Vol. 19, No. 8, 2021 (KCI).

45. Eun-Young Lee, Jung-Hyun Moon, Chae-Rim Han, and Il-Gu Lee, "Blockchain Network Threat Detection Technology Trends," The Korea Institute of Information Security and Cryptography (KIISC), Vol. 31, No. 3,  Jun. 2021 (KCI).

46. Soyoung Joo, So-Yeon Kim, and Il-Gu Lee, "Analysis of Next-Generation Wireless Network Technology Trends and Security Issues," The Korea Institute of Information Security and Cryptography (KIISC), Vol. 31, No. 3,  Jun. 2021 (KCI).

47. 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).

<2020>

48. Jung Hoon Lee, Yunjoo Kim, and Il-Gu Lee, "Random Beam-Based Random Access for Low-Latency Device-to-Device Communication Systems," IEEE Access, Vol. 8, pp. 79887-79895, Apr. 2020 (SCI, IF 3.367, JCR Q2).

49. So-Yeon Kim, Sun-Woo Yun, Eun-Young Lee, So-Hyeon Bae, and Il-Gu Lee, "Fast Packet Inspection for End-to-End Encryption," Electronics, Vol. 9, No. 11, 2020 (SCI, IF 2.397, JCR Q3).

50. Jaehwan Ahn, Il-Gu Lee, and Myungchul Kim, "Design and Implementation of Hardware-based Remote Attestation for a Secure Internet of Things," Wireless Personal Communications, Vol. 114, pp.295-327, 2020 (SCI, IF 1.671).

51. Il-Gu Lee, Kyungmin Go, and Jung Hoon Lee, "Battery Draining Attacks and Defense against Power Saving Wireless LAN Devices," Sensors, Vol. 20, No. 7, 2020 (SCI, IF 3.576, JCR Q2).

52. Heejung Yu, Il-Gu Lee, “Physical Layer Security Based on NOMA and AJ for MISOSE Channels with an Untrusted Relay,” Future Generation Computer System, vol. 102, pp. 611-618, Jan. 2020 (SCI, IF 7.307, JCR Q1, Top 8.72%)

53. So-Hyun Park, Il-Gu Lee, Sun-Woo Yun, "A Study on Sensor Data Forgery Prevention Technology and Policies for 5G enabled Internet of Things," Korean Journal of Industrial Security, Vol.10, No.3, pp.187-206, 2020 (KCI).

<2019>

54. Na-Yeon Shin, Ji-Hyun Nam, Ye-Jin Choi, Il-Gu Lee, "Technology and Policy for Blockchain-based Spectrum Sharing," Journal of Digital Convergence, Vol. 17, No. 10, pp.13-21, 2019 (KCI).

55. Ye-Jin Choi, Hee-Jung Kang, Il-Gu Lee, “Scalable and Secure Internet of Things Connectivity,” Electronics, Vol. 8, No. 7, 2019 (SCI, IF 2.397, JCR Q3).

56. Sun-Jae Lee, Il-Gu Lee, Ye-Rin Ahn, So-Young Park, Gee-Hee Yun, Yoo-Jin Jung, Yu-Rim Choi, Sun-Woo Yun, Da-Eun Jang, "A Study on the Analysis and Enhancement for Cyber Security," Korean Journal of Industrial Security, Vol. 9, No. 1, pp.69-97, 2019 (KCI).

<2018>

57. So-Won Jeong, Yu-Rim Choi, Il-Gu Lee, “Cyber KillChain Based Security Policy Utilizing Hash for Internet of Things,” Journal of Digital Convergence, Vol. 16, No. 9, pp.179-185, 2018 (KCI).

58. Il-Gu Lee, “Robust Acknowledgement Transmission for Long Range Internet of Things,” Journal of Korea Convergence Society, Vol. 9, No. 9, pp.47-52, 2018 (KCI).

59. Il-Gu Lee, “Carrier Sensing Techniques for Long Range Internet of Things,” Journal of Korea Convergence Society, Vol. 9, No. 8, pp.33-39, 2018 (KCI).

60. Il-Gu Lee, “A Study on Blockchain Networking for Internet of Things,” Journal of Digital Convergence, Vol. 16, No. 8, pp.201-210, 2018 (KCI).

61. Il-Gu Lee, “Blockchain Evaluation Indexes and Methods to Vitalize a Blockchain-based Digital Sharing Economy,” Journal of Digital Convergence, Vol. 16, No. 8, pp. 193-200, 2018 (KCI).

62. Il-Gu Lee, “Secure Inter-frame Space Communications for Wireless LANs,” Future Internet, Vol. 10, No. 6, 2018 (Scopus).

<2017>

63. Il-Gu Lee, “Opportunistic Secure Communications for Wireless Area Networks,” International Journal of Control and Automation, Vol. 10, No. 12, pp. 109-120, 2017 (Scopus).

64. Il-Gu Lee, “Digital Pre-Distortion of Carrier Frequency Offset for Reliable Wi-Fi Enabled IoTs,” Future Internet, 9(3), August, 2017 (Scopus).

65. Il-Gu Lee, “Interference-Aware Opportunistic Dynamic Energy Saving Mechanism for Wi-Fi Enabled IoTs,” Future Internet, 9(3), July, 2017 (Scopus).

<~2016>

66. Il-Gu Lee and Myungchul Kim, “Persistent Jamming in Wireless Local Area Networks: Attack and Defense,” Computer Networks, Vol. 109, No. 1, pp. 67-83, Jun. 2016 (SCI, IF 4.474, JCR Q1, Top 24.04%).

67. Il-Gu Lee and Myungchul Kim, “Interference-Aware Self-Optimizing WiFi for High Efficiency Internet of Things in Dense Networks,” Computer Communications, Vol.89-90, pp.60-74, Mar. 2016 (SCI, IF 3.167, JCR Q1, Top 15.41%).

68. Il-Gu Lee and Myungchul Kim, “IAPS: Interference Aware Power Saving for High-Efficiency Wireless LANs in Dense Networks,” IEEE Communications Letters, Vol. 19, No. 12, pp.2238-2241, Oct. 2015 (SCI, IF 3.436, JCR Q2).

69. Il-Gu Lee, Daesung Baek, Shim Sanghee, and Park Sungpil, “A Study on the Method for Enhancing Patent Examination Quality: Focusing on the Open Examination Platform,” The Journal of Intellectual Property, Vol. 6, No. 4, pp. 1-38, Dec. 2011 (KCI).

70. Il-Gu Lee and Sok-kyu Lee, “Robust Wireless Transmission Utilizing PPDU based Aggregation Technique for Next Generation Wireless LANs,” IEEE Communications Letters, vol.14, no. 3, pp. 205-207, Mar., 2010 (SCI, IF 3.436, JCR Q2).

71. Il-Gu Lee, Sok-Kyu Lee, and Ju-Phil Cho, “Efficient Automatic Gain Control Algorithm and Architecture for Wireless LAN Receivers,” Journal of Systems Architecture, vol.53, pp369-378, July. 2007 (SCI, IF 3.777).

72. Seokhyun Yoon, Heejung Yu, Il-Gu Lee, Taehyun Jeon and Sok-kyu Lee, "Performance Evaluation of Channel Shortening Time Domain Equalizer in Wireless LAN Environment," The Journal of Korean Institute of Communications and Information Sciences, vol. 31, no. 3A, pp. 240-248, Mar. 2006 (KCI).

73. Jung-Bo Son, Il-Gu Lee, Hyung-Joun Yoo, and Sin-Chong Park, “An Effective Polling Scheme and Adaptive Ack Mechanism for IEEE 802.11e,” IEICE Trans. on Communications, Vol.E88-B, No.12,pp4690-4693, Apr.2005 (SCI).

74. Il-Gu Lee, Hyung-Joun Yoo and Sin-Chong Park, "Throughput Analysis of IEEE 802.11e Wireless LANs and Efficient Block Ack Mechanism," IEICE Trans. on Communications, Vol.E88-B, No.1,pp.402-407, Jan. 2005 (SCI).