Papers

Title 1: ASR-FED: Agnostic Straggler Resilient Federated Algorithm for Drone Networks Security (Accepted & Published)
Target: INFOCOM 2024

Title 2: Securing Critical Infrastructure: A Denoising Data-Driven Approach for Intrusion Detection in ICS Network (Co-worked with Ursla) (Accepted & Published)
Target: ICAIIC 2024

Title 3: Airspace Security: Challenges and Innovations in Drone Technology for Transportation, Military and ndustrial Applications. A Brief Review (Accepted & Published)
Target: KICS Winter 2024

Title 4: ASR-Fed: Agnostic Straggler-Resilient Semi-Asynchronous Federated Learning Technique for Secured
Drone Network
Target: International Journal of Machine Learning and Cybernetics (Accepted & Published)

Title 5: FedQ: A Secure Collaborative Cyber Defense Framework for IoMT Based on Quantum and Federated Learning
Target: 2024 KICS Summer (Accepted & Published)

Title 6: QFed: A Secure Federated Learning Framework for IoMT Using Quantum Cryptography (Summer Intensive)
Targets: IEEE Journal of biomedical and health informatics (Under review)

Title 7: Quantum Federated Learning for Secured and Privacy-Preserving Edge Computing Empowering Medical Metaverse (Co-working with Dr. Tuli)
Target: IEEE Journal of biomedical and health informatics (Processing)

Title 8: DroneGuard: An Explainable and Efficient Machine Learning Framework for Intrusion Detection in Drone Networks
Target: IEEE IoT Journal (Under review)

Title 9: Impact of Adaptive Client Selection on Federated Learning for IoMT Ecosystem
Target: ICTC 2024 (Accepted)(Best paper)

Title 10: Explainable Machine Learning for Energy Consumption Prediction: A Case Study in the Gumi Industrial Complex
Target: KICS 2024 Fall (Submitted)

Last Week's Progress

Title 6: Under review
Title 7: Integrating blockchain and FL frameworks
Title 8:Under review
Title 9: Attended and presented the paper at the conference
Title 10: Completed and submitted paper

Course work (PBL):
i. Finalizing project proposal

This Week Todo's

Title 6: Under review
Title 7: Debugging code errors
Title 8:Under review
Title 10: Under review

Course work (PBL):
i. Submit project proposal

Project Progress

Electronic test report verification technology utilizing Smart Contract/offline transaction/DAPP technology

Last Week's Project

i. Attended conference

This Week's Project

i. Continue literature survey

Monthly Goals

i. Complete and submit Paper 7(60%)

ii. Continue studying on IBM Quantum

iii. Attend 2024 ICTC conference (Achieved)

Annual Goals

i. 2 Q1 journal publications (50%)

ii. Attendance to both international and domestic conferences approved by professor

iii. ML/DL Real-time Deployment (80%)