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Last Updated: 10 November 2019
Machine Learning:
Internet-of-Things (IoT) interconnecting with security guarantees Project Description:
By connecting different systems/ applications to each other forming a large scale convergence, such powerful connectivity becomes more susceptible to security concerns. Therefore, successfully addressing security in this context has become critically important. There are several platforms to conduct IoT applications, such as ThingSpeak, MATLAB R201 6, and Arduino IoT.
Security:
Analysis and Measuring Internet and Network Attacks Project Description:
Analysis and measuring -potentially unknown and low-frequently- Internet and network attacks (i.e., intra- and inter-cluster approaches) ranging anomalies, DoS attacks, cache pollution attacks and congestion; then propose countermeasures against adversaries. We would aim a detailed analysis of the Internet and network attacks mounted for political, economical, or sabotage motivations, e.g., disabling commercial rivals, cheating at online gaming, and damaging the system itself(communication channel and its applications) or losing operability elsewhere in the interconnected systems.
Big Data:
Intelligent (Big) data analysis for a smart society/ organization Project Description:
This is a process of converting raw data (i.e., small, medium and big size) from databases to knowledge, then following by users for an efficient and effective decision making towards an intelligent business. This project contains lots of work and idea, such as understanding data and data quality by data mining concepts, data modelling through (online and offline) machine learning, model optimization by meta-heuristic optimization techniques, and interface design and visualization techniques. There are lots of platforms to run any part of this project, ideally by MATLAB, R Studio, Visual Studio, SPSS Clementine, so on.
• Interconnection Networks
• Computer Networks
• Distributed Systems
• Big Data
• Internet-of-Things
• Analytical Modelling
• Optimization Theory
• Mathematical Programming