Research Topics

Research Direction 1: Nonlinear Signal Processing

Responsible: Assoc. Prof. Manh-Thang Hoang

Nonlinear time series analysis and statistical signal processing
Analysis of complex systems, network structures, and EEG signal classification
Chaos-based cryptography and image encryption

Research Direction 2: Multimedia Analysis

Responsible: Assoc. Prof. Thi-Lan Le

Deep learning–based multimedia analysis
Multi-modal correlation and fusion
Neural network optimization on edge devices
Context-aware analysis from wearable and environmental sensors

Research Direction 3: Confidentiality and Integrity for Multimedia

Responsible: Dr. Kim-Hue Ta

Attribute-Based Encryption
Zero-Knowledge Proofs for information security
Blockchain technologies and applications
Complex networks in decentralized consensus mechanisms