김재열 Email & Phone Number

I have worked on solution development in cybersecurity for over 20 years at AhnLab, a top-tier security company in Korea. I received a Ph.D. in engineering in AI/ML based on cybersecurity to increase the depth of my academic field. In particular, I focused on one area of cybersecurity and have balanced experience and knowledge.[Project Portfolio]1. ASA (AhnLab Security AI) - Development of a Natural Language-Based Deep Learning Model. - CNN-based threat data classification 2. AI/ML Platform - Self-training (Incremental-Learning) Technology Based on Deep Learning. - Incremental Learning-based Auto-labeling ML Pipeline. - Augmentation for threat data imbalance resolution. - Active Learning and Auto Labeling Based on Natural Language Generation3. CA (Correlation analysis) Inference Model. - Development of a chain-based attack defense correlation analysis model for APT defense4. AI classification model based on SIEM.5. I have made several products at AhnLab. 1) AhnLab SOAR (Playbook-based security response automation solution) 3) ML Pipeline Auto-labeling platform. 4) V3 Lite/ V3 365 5) V3 IS 9.0 / V3 ES 9.0 / V3 Net 9.0 6) V3 Zip 7) AhnLab Policy Center (AhnLab Endpoint Integrated Security Management Solution) 8) AhnLab Patch Management System 9) AhnLab Privacy Management system. 10) AhnLab MyPC Protection(내pc지키미) 11) V3 Net 7.0 12) TG manager/ TG Logserver 13) AhnLab EPS 14) AhnLab TrusLine [Award and Certification] Good Leader Award at ahnLab PMP[Research paper]1) SCI / Q1 gradeKim, J. Y., & Kwon, H. Y. (2022). Threat classification model for security information event management focusing on model efficiency. Computers & Security, 120, 102789.2) Graduation paper- Study on the Self-Training Method Based on Payload Augmentation of SIEM-Centered Cyber Threat Classification Model. (Ph.D.)- A Study on the Recovery of Ransomware Infected File through Real-time File behavior Analysis (Master)3) Conference paper- A Study on Ransomware Recovery by Real-time File Behavior Monitoring- The research of the ‘progressive integration model’ based on the Critical-Chain ProjectManagement and the analysis of project effect. 2016.5 Jae-Yeol Kim,