Papers

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: Scale Variant Framework for Aerial Recognition of Drones and Birds in Ground-to-Air Networks
Target: IET Computer Vision (Rejected)

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 (Summer Intensive)
Target: IEEE Internet of Things (Under review)

Title 9: RF-RSCV: Robust Security Framework Against Intrusions in Internet of Drone Communication
Networks
Target: Journal of Communications and Networks (Submitted)

Title 10: Mobility-Compliant Model in Drone-Based Sniffing Technique for Aerial Surveillance and Security
Target: KICS Fall 2022 (Accepted)

Title 11: Intelligent Intrusion Detection Framework for Edge-Based UAV Network using
Optimized Filter Random Forest Algorithm (Tentative)
Target: IoT Elseiver

Last Week's Progress

Title 2: Under review

Title 3: Submitted camera-ready copy

Title 6: Restructured the paper to conform with the scope of new target journal

Title 8: Under review

Title 9: Awaiting assignment

Title 10: Received paper acceptance

Title 11: Continued revision of paper based on the journal’s scope

This Week Todo's

Title 2: Under review

Title 3: Begin presentation slides

Title 6: Submit the paper for possible publication

Title 8: Under review

Title 9: Still awaiting chief editor’s assignment

Title 10: Begin presentation slides

Title 11: Learn and implement reinforcement learning technique

Project Progress

Anti-Drone System (Phase II)

Last Week's Project

i. Surveyed more papers on sniffing technology.

ii. Surveyed papers on reinforcement learning (DRL) models

iii. Continue learning R programming for big data analysis

This Week's Project

i. Gather datasets for model evaluation

ii. Continue surveying on drone sniffing techniques and DRL models

iii. Continue learning R programming for big data analysis

Monthly Goals

i. Effect changes and improve Title 6 for resubmission (90%)

ii. Submit a paper for KICS Fall (Achieved)

iii. Acquire in-depth knowledge of the various ML and DL algorithms (85% progress)

iv. Become proficient in the use of OpenCV for object detection and tracking in real-time (paused)

v. Begin and excel on the journey to R programming (30%)

vi. Resubmit Title 11 for possible publication (30%)

Annual Goals

i. Submission of at least 3 journals (100%)

ii. Submit and get acceptance for 3 international conferences (Achieved; ICAIIC, ICTC, and MILCOM)

iii. Design a hybrid model for optimal drone detection
(Completed vision technique, test-running artificial nose for sniffing technique (15%))

iii. Become an AI expert in both ML and DL techniques (still progressing)