Title 1: ASR-FED: Agnostic Straggler Resilient Federated Algorithm for Drone Networks Security (Accepted)
Target: INFOCOM 2024
Title 2: Securing Critical Infrastructure: A Denoising Data-Driven Approach for Intrusion Detection in ICS
Network (Co-worked with Ursla) (Accepted)
Target: ICAIIC 2024
Title 3: Airspace Security: Challenges and Innovations in Drone Technology for Transportation, Military and
Industrial Applications. A Brief Review (Accepted)
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)
Title 5: RF-RSCV: Robust Security Framework Against Intrusions in Internet of Drone Communication Networks
Target: Journal of Communications and Networks (Major Revision)
Title 6: AdaFed: Adaptive Client Selection Algorithm to Mitigate Straggler Effect in Federated Learning for Secured Drone Network
Target: IEEE IoT Magazine (Rejected)
Title 7: FedQ: A Secure Collaborative Cyber Defense Framework for IoMT Based on Quantum and Federated Learning
Target: 2024 KICS Summer (Accepted)
Title 8: QFed: A Secure Federated Learning Framework for IoMT Using Quantum Cryptography (Summer Intensive)
Targets: IEEE Journal of biomedical and health informatics
Title 9: 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 (Tentative)
Title 10: DroneGuard: An Explainable and Efficient Machine Learning Framework for Intrusion Detection in Drone Networks
Target: IEEE IoT Journal (Reject, Revise and Resubmit)
Title 11: Impact of Adaptive Client Selection on Federated Learning for IoMT Ecosystem
Target: ICTC 2024 (Accepted)
Title 12: Predicting Energy Consumption with Explainable Machine Learning: A Case Study in the Gumi Industrial Complex
Target: KICS 2024 Fall
Title 5: Under review
Title 8: Under review
Title 9: Processing
1. Literature survey
ii. Began simulation experiments
Title 10: Under review
Title 11: Prepare for ICTC conference attendance and presentation
Title 12:
i. Completed data exploratory analysis and model building
ii. Began paper writing
Course work (PBL):
i. Drafted project outline and schedule
Title 5: Under review
Title 8: Under review
Title 9: Processing
1. Continue with literature survey
ii. Continue with simulation experiments
Title 10: Under review
Title 11: Attendance to conference and network with other researchers
Course work (PBL):
i. Complete the methodology of the proposed project
ii. Organize the overall research proposal
Electronic test report verification technology utilizing Smart Contract/offline transaction/DAPP technology
i. Prepared presentation slides of prior works including motivations, contributions, findings and limitations
i. Continue the study of existing works
ii. Complete project task of extensively studying and presenting ideas from extant literature
i. Complete and submit Papers 9 and 12 (60%)
ii. Continue studying on IBM Quantum
iii. Attend 2024 ICTC conference
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%)