Papers

1. Enhancing IIoT Security Using Hybrid CNN-BiLSTM Models with Blockchain Integration
Status: Accepted for presentation at ICCAIC.

2. A Novel Web-Based FL Platform for Smart Grid Contract Optimization
Status: Experiments 85% complete, nearing submission to a journal.

3. Robust Intrusion Detection in Edge IoT Using Blockchain and Trimmed Mean Aggregation
Status: Simulations of Byzantine attacks have shown promising results; final validation tests underway.

Last Week's Progress

2. A Novel Web-Based FL Platform for Smart Grid Contract Optimization
Progress: Tested initial datasets; integrated additional preprocessing steps for improved results.

3. Robust Intrusion Detection in Edge IoT Using Blockchain and Trimmed Mean Aggregation
Progress: Completed Byzantine attack simulations for preliminary validation.

This Week Todo's

2. A Novel Web-Based FL Platform for Smart Grid Contract Optimization
Task: Finalize experiments on datasets and prepare results for journal submission.

3. Robust Intrusion Detection in Edge IoT Using Blockchain and Trimmed Mean Aggregation
Task: Conduct final resilience testing on various attack vectors to confirm the robustness of trimmed mean aggregation.

Project Progress

-Digital Twin
Overall Progress: 30% complete.

-Purepet
Overall Progress: 85% complete.

Last Week's Project

-Digital Twin
Efforts: Finished the Samho Bridge Modelling

-Purepet
Efforts: Took a short Course on springboot framework.

This Week's Project

-Digital Twin
Efforts: Model the CheongDam Bridge

-Purepet
Efforts: Transfer files to Springboot framework

Monthly Goals

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

--Finalize the user interface to enhance client management and streamline progress tracking.
--Implement secure client-server communication, focusing on two-factor authentication and improved logging.
--Scale the system for higher client capacity and test for high-load performance.
--Integrate blockchain for secure model weight updates to enhance reliability and transparency.

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.