| May 01, 2026 | 🚗 Started the NRF project Threat Modeling and Cyber Attack Defense Simulation for Future Unmanned Vehicles, developing RL-based attack/defense agents. |
| Dec 18, 2025 | 📄 Technical report Autoencoder-based Denoising Defense against Adversarial Attacks on Object Detection is out on arXiv. |
| Nov 06, 2025 | 💡 Filed two Korean patent applications on adversarial example restoration for autonomous driving and cyber attack detection in UAV environments. |
| Sep 01, 2025 | 🎓 Started my M.S. in Information Security at Korea University (HCRL) under Prof. Huy Kang Kim, supported by the BK21 FOUR Graduate Research Fellowship. |
| Jan 31, 2025 | 🎉 Our paper on adversarial attack detection with Grad-CAM and clustering was published in Systems (MDPI). |