So-Yeon Kim

Publication

Conferences

• So-Hyun Park, So-Yeon Kim, So-Hui Kim, Il-Gu Lee, "Trigger-Based Automatic Request for Effective Data Recovery of Erasure-Coded Blockchain Storage," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 

• So-Yeon Kim, Yun-Jeong Jeong, Chae-Yeon Park, Seong-Won Yoon, Il-Gu Lee,"FedMLO: A Communication-Efficient Federated Learning with Multi-Link Operation," The 7th International Conference on Mobile Internet Security (Mobisec), Okinawa, Japan, Dec. 2023 (Poster)

• Chae-Yeon Park, So-Yeon Kim, Il-Gu Lee,"Adaptive Federated Learning for Optimization of Tradeoff between Fairness and Accuracy," Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023.

• Seong-Won Yoon, So-Yeon Kim, Il-Gu Lee,"Adaptive Defense Technique against Battery Draining Attack for Wake-up Receiver,"  Conference on Information Security and Cryptography-Winter 2023 (CISC-W'23), Seoul, Korea, Dec. 2023 (Excellence Paper Award)

• Yun-Jeong Jeong, So-Yeon Kim, Il-Gu Lee,"Artificial Noise-based Differential Privacy Techniques for Secure and Efficient Federated Learning,"  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)

• 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

• Seung-hui Choi, So-Yeon Kim, Il-Gu Lee, "A Study on the Node Selection Techniques for Federated Learning," Korea Institute of Information Security & Cryptology (KIISC) CISC-W'22 , Nov. 2022

• So-Yeon Kim, Jin-Min Lee, So-Hui Kim, and Il-Gu Lee,"An Analysis on the Feasibility of Cost-Effective Sandbox Using Open Source Intrusion Detection System," The 23rd World Conference on Information Security Applications, Aug. 2022

• Jin-Min Lee, So-Yeon Kim, and Il-Gu Lee, "Analysis of Latency and Computation Cost for AES-based Whitebox Cryptography Technique," The 51st Korea Institute of Information and Communication Engineering (KIICE) Conference, May. 2022.

• Soyoung Joo, So-Yeon Kim, So-Hui Kim, and Il-Gu Lee, "Machine Learning-Based APT Detection Techniques for Industrial Internet of Things," The 50th Korea Institute of Information and Communication Engineering (KIICE) Conference, Oct. 28, 2021.

• So-Yeon Kim, So-Young Joo, and Il-Gu Lee, "Secure Mobile Communication in Delay Tolerant Network," Korea Convergence Security Association (KCSA) Conference, Aug. 20, 2021.

Journals

• 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%)

• 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), 2022 (KCI).

• 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).

• 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).

Patents (Granted)

• 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 Appl. No. 10-2020-0125588, Sep. 28, 2020

• 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. 10-2021-0026807, April. 1, 2022(Filed at Feb. 26, 2021).