Research Topic

Summary

AI Convergence Networking (Network Security)

  • Implement Detecting Network attack through Machine Learning
  • Network Protocol classification through state inference

ML Utilization study

  • N-DQN: Implementation and Research of Hierarchical Parallel Reinforcement Learning Model
  • Music Composition through Reinforcement Learning

AI Cryptography

  • DNN based 3D-Cube Crypto key generation algorithm
  • Deep Vision : Deepfake detection
  • Machine Learning based Image Classification Attack and Protection

Poster