09/2020 - Present

• Practical Cybersecurity R&D Project.

• Duties:

1. Research on cyber-attack hybrid analysis AI/machine learning platform technology.

2. Conduct research and development to identify cybersecurity threats in the early stage.

3. Implement AI techniques to automate countermeasures based on the collected traffic data, malware samples, and threat intelligence information.

4. Generate datasets from traffic data, malware samples, and other log information.

5. Attend meetings, and prepare and present progress reports.

6. Publish and present research outputs.

7. Undergraduate and graduate students' mentorship. 

04/2017 - 09/2021

• WarpDrive: Web-based Attack Response with Practical and Deployable Research InitiatiVE.

• Duties:

1. Developing machine learning-based countermeasures to web-based attacks.

2. Conduct literature surveys/reviews.

3. Collect and analyze data and summarize results.

4. Prepare and present progress reports.

5. Attend meetings and seminars for progress updates, input delivery, and milestones tracking.

6. Write and contribute to publications.

7. Present at conferences and workshops.

01/2014 - 03/2017

• Machine learning- and vulnerability management-based remote access network attack detection.

• Duties:

  1. Conduct research and development on a remote access network security model.

  2. Data collection and analysis.

  3. Attend seminars and conferences.

  4. Research progress and output presentation.

  5. Journal paper writing and publication.

  6. Mentor undergraduate and graduate students.

01/2011 - 12/2013

• Information security and electronic communication policy formulation.

• LAN integration with Integrated Financial Management System (IFMIS).

• Formulation and setup of the Command, Control, and Communication (IC3) Centre, formally the Joint Security Operation Center (JSOC).