Title 1: Aerial Supervision of Drones and Other Flying Objects Using Convolutional Neural Networks
Target: ICAIIC 2022 Conference (Accepted)
Title 2: Enhanced Deep Learning Scheme Based On PANet for Real-Time Detection of Tomato Diseases.
Target: IEEE Intelligent Systems (Under Review)
Title 3: Hierarchical Intrusion Detection System for Secured Military Drone Network: A Perspicacious
Approach
Target: MILCOM 2022 (Accepted)
Title 4: VisioNET Dataset: An Aerial Dataset for Scenario-Based Multi-Drone Detection and Identification
Research (Anti-drone project)
Target: IEEE Transactions on Aerospace and Electronic Systems
Title 5: Scalable Out-of-Core Learning Model for Intrusion Detection System on the Internet of Drones
Target: KICS Summer 2022 (Accepted)
Title 6: Vision-Based Framework for Aerial Recognition of Drones and Birds in Ground-to-Air Networks
Target: IoT Elsevier (Under Review)
Title 7: Cyber Edge Intelligent Intrusion Detection Framework For UAV Network Based on Random Forest
Algorithm
Target: ICTC 2022 (Accepted)
Title 8: Efficient Intrusion Detection Model for Securing the Communication Links of Internet of Drone
Network (2022 Summer Intensive)
Target: Tentative
Title 9: RF-RSCV: Robust Security Framework Against Intrusions in the Internet of Drone Communication
Networks
Target: Journal of Communications and Networks (Under review)
Title 10: Mobility-Compliant Model in Drone-Based Sniffing Technique for Aerial Surveillance and Security
Target: KICS Fall 2022 (Accepted)
Title 11: Federated Learning-Based Intelligent Intrusion Detection Framework for Edge-Assisted UAV
Network (2023 Winter Intensive (completed)
Target: Tentative
Title 12: Medical IoT Record Security and Blockchain: Survey of Milieu, Milestones and Momentum ==
Blockchain Medical IoT (BMI) Project (Completed)
Target: Tentative
Title 13: DIGIChain: A Novel Blockchain Framework for Secured Medical Record Fidelity and Authorization
(Tentative) == BMI Project
Target: Tentative
Title 2: Under review
Awaiting reviewers’ comments
Title 6: Under review
Awaiting reviewers’ comments
Title 8: Working on review comments for resubmission to another journal
Title 9: Under review
Awaiting reviewers’ comments
Title 11: Working on review comments for resubmission to another journal
Thesis Journey
i. Began chapter 2 of my thesis
ii. Gathered datasets relating to cyber-attacks in a drone network
iii. Preprocess dataset for simulation experiments
Title 2: Under review
Awaiting reviewers’ comments
Title 6: Under review
Awaiting reviewers’ comments
Title 8: Still working on review comments for resubmission to another journal
Title 9: Under review
Awaiting reviewers’ comments
Title 11: Working on review comments for resubmission to another journal
Thesis Journey
i. Conclude with chapter 2 and submit to my supervisor
ii. Run simulations for both centralized and federated AI models
Development of a Blockchain-based Model for Medical IoT Surgical Robot
i. Surveyed traditional medical record management papers
ii. Surf for blockchain medical IoT record papers with the system models based on patients as sole
controllers of medical records.
iii. Highlight the limitations of both approaches; to serve as the basis of the enhancement of our own
model
i. Update the technical team with the limitation of some state-of-the-art blockchain-based medical IoT
systems
ii. Continue surveying challenges and approaches of digital health certificates relating to blockchain
technology
i. Complete and submit my winter intensive to the review committee (Achieved)
ii. Become proficient in FL simulations (85%)
iii. Resubmit Title 7 for possible acceptance
iv. Begin and achieve substantial progress in my thesis writing (25%)
v. Conclude the Introductory and Background chapters of my thesis
i. Acquire at least 2 journal publications (in the pipeline)
ii. Submit and get acceptance to all domestic and international conferences approved by professor
iii. Design a hybrid model for optimal drone detection:
Vision technique: (100% completed)
Sniffing technique: (20%) (paused)
iv. Submit and defend my thesis
v. Become an AI expert in both ML and DL techniques (still progressing)