Research
My research interests lie in Cyber Situational Awareness, Risk Modeling and Analytics, Machine Learning, and Distributed Systems.
My research interests lie in Cyber Situational Awareness, Risk Modeling and Analytics, Machine Learning, and Distributed Systems.
My work introduces a three-dimensional security framework CyVIA that combines risk and vulnerability assessment with cyber threat intelligence capabilities to address multiple security challenges of modern heterogeneous cyber infrastructures. Recently, I have added an AI layer on top of CyVIA that allows the framework to take the human judgment of the risk, whether it is actionable or acceptable.
My work introduces a three-dimensional security framework CyVIA that combines risk and vulnerability assessment with cyber threat intelligence capabilities to address multiple security challenges of modern heterogeneous cyber infrastructures. Recently, I have added an AI layer on top of CyVIA that allows the framework to take the human judgment of the risk, whether it is actionable or acceptable.
Currently, I am working on the following projects, however, I am open to discuss new ideas. And, if you are interested to work/collaborate, feel free to reach me anytime.
Currently, I am working on the following projects, however, I am open to discuss new ideas. And, if you are interested to work/collaborate, feel free to reach me anytime.
Projects
Projects
Network Scalability and Threat Hunting
Network Scalability and Threat Hunting
We are working on simulating a large network with active traffic to understand and flag malicious applications and activities.
AI-based Risk Assessment
AI-based Risk Assessment
Using artificial intelligence and machine learning algorithms to develop risk assessment framework.
Research Team
Research Team
Faculty:
Dr. Martin Zhao, Associate Professor, Mercer University
Students:
Hayden Amazon, Cybersecurity Major Undergraduate
Research Poster @ BEAR Day 2024
Reilly Holbel, Cybersecurity Major, Undergraduate