| Main Work | Research Institute for Information Technology Section of Advanced Network and Security Assistant Professor |
|---|---|
| URL | https://researchmap.jp/cxjuan.github.io |
| Keyword | Advanced Persistent Threats / Data Exfiltration / Deep Learning / Reinforcement Learning / Large Language Models / Information Leakage / Cybersecurity |
Main Research Topics
1. Deep Learning-Driven Modeling, Detection, and Optimization of Data Exfiltration in Post-Compromise Scenarios for Cybersecurity Defense
2. Evaluation of Defensive Effectiveness and Efficiency through Cyber-Attack Simulation Using Constrained Deep Reinforcement Learning
3. Logic-Structure-Based Information Leakage from Prompts and Dialogue Histories in Large Language Models