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. Completed experimental codes on malware traffic classification using two different datasets.

2. Survey and summarize 2 Related works (journals) on malware classification.

This Week Todo's

1. Complete GAN Whitebox experiment.

2. Continue survey of related works.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1. Completed 3D Model battery model using 3DS Max Software.

2. Embedded 3D Model in unreal Engine using the fbx format

3. Surveyed related work on digital twin visualization of campus environment using matlab, unreal engine and google maps

This Week's Project

1. Perform battery 3D model visualization to display test data.

2. Continue researching battery modeling features using unreal engine 4/5.

3. Attend to all assigned tasks by the leader.

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