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

Surveyed review paper on adversarial network attacks in network traffic classification.

Studied SANS Institute white paper on Security Trends.

Studied code on botnet traffic classification.

This Week Todo's

1. Complete experimental codes on Botnet traffic classification.

2. Survey and summarize 3 Related works (journals) on malware classification.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

Last Week's Project

1. Installed Autocad with academic license
2. Installed 3DS and created battery model
3. Studied documentation on how to embed model in unreal 5 with the fbx format

This Week's Project

1. Complete 3D Model.

2. Perform 3D model visualization using charts.

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