Researcher

Xiaojuan CAI

  • Department of Education for Cybersecurity, Cyber Security Center
  • Section of Advanced Network and Security, Research Institute for Information Technology
  • Main Work
    • Section of Advanced Network and Security, Research Institute for Information Technology

    Assistant Professor

  • Research keywords
    • Advanced Persistent Threats
    • Data Exfiltration
    • Deep Learning
    • Reinforcement Learning
    • Large Language Models
    • Information Leakage
    • Cybersecurity
蔡 暁娟
researchmap

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