Personal Information
Education
- B.S. in Software Engineering, Kookmin University, 2022.03 ~ 2026.02 (GPA : 4.25 / 4.5)
Research Interests
- Binary analysis
- System security
- Network security
Projects
- Network Anomaly Detection based on CICIDS2017
- Developed a network anomaly detection model targeting DoS attacks using the CICIDS2017 dataset.
- Application Identification using Packet Length of Encrypted Traffic
- Developed a detection algorithm capable of identifying applications to replace traditional DPI, which has become ineffective due to encryption technologies like HTTPS and TLS
- Implemented a technique to detect applications using packet length sequences without examining payloads, utilizing bitmap and N‑grams.
- AI-based Malicious IP Detection using Network Flow Analysis
- Developed a malicious IP detection model using large‑scale network flow datasets (1.3M flows, 54 features) collected from university network equipment.
Activities
- Teaching Assistant (Computer Programming I)
- D-alpha (Information Security Club) (2023.09 ~ 2026.02)