Research Topics

Research Direction 1: Nonlinear signal processing (Responsible: Assoc. Prof. Manh-Thang Hoang)

• Nonlinear time series analysis methods, statistical analysis of signals, signals generated by nonlinear circuits.
• Theory and applications: analysis of complex systems, network structure, EEG signal classifications.
• Chaos-based cryptography: multiple image encryption, cryptanalysis.

Research Direction 2: Multimedia Analysis (Responsible: Assoc. Prof. Thi-Lan Le)

• Multimedia information analysis techniques based on deep learning techniques
• Multi-modal correlation and multi-modal fusion
• Neural network optimization and multimedia data analysis on edge device
• Object and context analysis and understanding from wearable devices and environment sensors

Research Direction 3: Confidentiality and integrity for multimedia (Responsible: Dr. Kim-Hue Ta)

• Attribute-Based Encryption mechanism
• Zero - Knowledge Proofs for Information Security
• Blockchain and Application
• Complex networks and applications in consensus mechanisms of decentralized systems