Report

Ebuka94

July 17, 2023 - July 23, 2023

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 2022(Accepted).

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

Title 4: Explainable Metaverse Ransomware Detection using SHAP (KICS Summer 2023).

Title 5: SHAP-Based Intrusion Detection Framework for Zero-Trust IoT Maritime Security ICMIC 2023 (Accepted).

Title 6: UDetect: Anonymous Network Traffic Classification in the Metaverse with Union Feature Selection. (Under Review).

Title 7: Zero-trust Identity Management for a Trustworthy Metaverse (Under Review).

Title 8: Explainable Adversarial Mitigation for Zero-Trust Cyber Warfare -MILCOM (Under Review).


Title 9: XAI-based Adversarial Protection for Zero-Trust Metaverse DDoS Attack Detection (Summer Intensive ---Processing).

76% Progress
Last Week's Progress

Wrote Introduction of the Summer Intensive Paper.

Surveyed papers on IDS in the metaverse.

Ran codes on DNN, ML, and XAI to obtain preliminary results.

Finish Introduction of the Summer Intensive Paper.

Continue Surveying papers on IDS in the metaverse.

Continue upgrading codes on DNN, ML, and XAI for final results on selected datasets.

This Week Todo's

Continue upgrading codes on DNN, and XAI for final results on selected datasets.

Project Progress

Metaverse and Digital Twin Assisted Battery Pack Management

45% Progress
Last Week's Project

Brainstorming for next phase of Project

This Week's Project

Brainstorming for next phase of Project

Monthly Goals

Submit journal / Summer Intensive paper

Experiment cloud based DT for HVAC data center monitoring

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