Papers

Ebuka Nkoro

Title 1: Industrial Network Attack Vulnerability Detection and Analysis using Shodan Eye Scanning Technology.
Target: ICTC 2022(Accepted).

Title 2: Real-Time QR Code License Plate Detection in Vehicles Using Pyzbar.
Target: KICS Fall(Accepted).

Title 3: Performance Comparison of Kalman Filtering Approaches for Digital Twin-based Battery SoC Estimation JCCI 2023 (Accepted)

Title 4: UDetect: Anonymous Network Traffic Classification in the Metaverse with Union Feature Selection. (Under Review)

Last Week's Progress

1. Failed to complete GAN Whitebox experiment (facing code/installation errors).

2. Surveyed new journals and related works on IDS in Metaverse.

3. Implemented SHAP explainability for preliminary model results.

This Week Todo's

1. Begin KICS Summer Paper writing.

2. Complete GAN Whitebox experiment (fix code/installation errors).

3. Gather experimental results.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1. Developed a simple battery pack in 3Ds
2. Shared battery model with Robin
3. Sourced unreal docs. for model UI/display

This Week's Project

1. Complete a demo display of battery test data in unreal 5

2. Sourced Unreal Engine documentations on how to model 3d models to display desired effects/ information.

Monthly Goals

1.Complete a survey of related works on Metaverse Security, Malware Classification and defense in depth strategies.

2. Complete Experimental results on MLOPs for Malware classification

3. Deploy an ML model in a Sandbox environment using Flask

Annual Goals

1.Study Digital Twins, Realtime Cybersecurity Tools

2.Complete Three Journal Papers

3.Complete all approved Domestic Conference Papers

4.Complete all approved International Conferences

5.Build and deploy a digital twin application