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: DATA-FedAVG: Delay-Aware Truncated Accuracy-Based Federated Averaging for Intrusion Detection
in UAV Network (2023 Winter Intensive)
Target: KICS Journal
Title 12: Security and Preservation of Medical IoT Record: A Survey (Project Collaboration)
Target: IEEE Journal of Biomedical and Health Informatics (Under Review)
Title 13: TFedAVG: Truncated Federated Averaging Optimization for Intrusion Detection in UAV Network
MSc Thesis: Processing
Title 2: Under review
Awaiting reviewers’ comments
Title 6: Under review
Awaiting reviewers’ comments
Title 8: Paused until after thesis submission
Title 9: Under review
Awaiting reviewers’ comments
Title 11: Submitted
Title 12: Under Review
Thesis Journey
i. Concluded with chapter 2 and discussed writing progress and challenges with my supervisor
ii. Run simulations for both centralized and federated AI models
Title 2: Under review
Awaiting reviewers’ comments
Title 6: Under review
Awaiting reviewers’ comments
Title 8: Run simulations with the new dataset gotten
ii. Complete the implementation of review comments
Title 9: Under review
Awaiting reviewers’ comments
Title 11: Under review
Title 13: Thesis Journey
i. Begin and complete chapter 3
ii. Run simulations with another dataset and model for robust performance evaluation
Development of a Blockchain-based Model for Medical IoT Surgical Robot
i. Brainstormed with team members for the next tasks; in line with project directions
ii. Continued surveying challenges and approaches of digital health certificates relating to blockchain
technology for proposed system enhancement.
i. Have a brainstorming session with team members and possibly implement the proposed model
ii. Continue with paper survey
i. Complete and submit paper 8 and 11 for possible publications. (Paper 11 achieved)
ii. Complete all simulations with another dataset and model
ii. Conclude with thesis writing
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)