Report

Kjonmukisa

October 23, 2024 - October 25, 2024

Papers

1. Enhancing IIoT Security Using Hybrid CNN-BiLSTM Models with Blockchain Integration (tentative)
Progress: Submitted in ICCAIC
2. A Novel Web-Based FL Platform for Smart Grid Contract Optimization (tentative)
Progress: Conducted experiments to assess the FL platform's performance

40% Progress
Last Week's Progress

1. Enhancing IIoT Security Using Hybrid CNN-BiLSTM Models with Blockchain Integration (tentative)
Progress: Submitted in ICCAIC
2. A Novel Web-Based FL Platform for Smart Grid Contract Optimization (tentative)
Progress: Submitted Conference for KICCS fall

This Week Todo's

2. A Novel Web-Based FL Platform for Smart Grid Contract Optimization (tentative)
Progress: Expanding the paper and experiments for a journal

Project Progress

1.Digital Twin (20% Progress)
2. Purepet (80% Progress)

50% Progress
Last Week's Project

1.Digital Twin (18% Progress)
Enhancing study of my skills in Maya
Took a study of 3D model enhancement in Maya so as to be able to create light model that is also modular without certain parts failing to render in Web And Unreal engine.

2. Purepet (80% Progress)
Finalize backend integration with the web application.

This Week's Project

1.Digital Twin (18% Progress)
Model a section of the road of the bridge

2. Purepet (80% Progress)
Enhancing the web application interfaces

Monthly Goals

Make the federated learning (FL) web application more robust by improving functionality and security.

Tasks:
- Refine the user interface for better client management and real-time progress tracking.
- Enhance client-server communication by implementing secure authentication, better error handling, and logging.
- Improve system scalability and performance to handle more clients efficiently, including testing for workload management.
- Integrate security measures like encryption and potentially blockchain for secure model weight updates.

This will result in a more reliable and efficient federated learning platform, ready for larger-scale applications.

Annual Goals

1. Submit at least two articles to scientific journals.
2. Attend one NSL-approved domestic conference.
3. Attend one NSL-approved international conference.