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: Vision-Based Framework for Aerial Recognition of Drones and Birds in Ground-to-Air Networks
Target: IoT Elsevier (Submitted)

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 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 (Winter Intensive)
Target: IEEE Access (Tentative)

Last Week's Progress

Title 2: Under review

Title 6: Transferred to another journal’s template and resubmitted for possible acceptance

Title 8: Under review

Title 9: Under review

Title 11:

i. Evaluated other aggregation functions to select the best algorithm to achieve communication overhead
reduction

ii. Optimize my model with different hyperparameters

iii. Achieve substantial progress in paper writing

This Week Todo's

Title 2: Under review

Title 6: With the editor

Title 8: Under review

Title 9: Under review

Title 11:

i. Design system model

ii. Evaluate the model based on other performance metrics

iii. Debug errors in code

iv. Present progress achieved so far

v. Continue with paper writing

Project Progress

Development of a Blockchain-based Model for Medical IoT Surgical Robot

Last Week's Project

i. Designed the project workflow with the Blockchain team after a series of meetings.


ii. Continue with the literature survey

This Week's Project

i. Delve into any prospective task allocated to me by the team leader
ii. Continue with the literature survey

Monthly Goals

i. Complete and submit my winter intensive to the review committee (In progress)

ii. Become proficient in FL simulations (60%)

iii. Submit an article for KICS conference

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

v. Full grasp of the concept and application of FL techniques (80%)

vi. Begin and excel on the journey to R programming for Bid data analysis (60%)

Annual Goals

i. Submission of at least 4 journals (Achieved)

ii. Acquire at least 2 journal publications (in the pipeline)

iii. Submit and get acceptance to all domestic and international conferences approved by professor

iv. Design a hybrid model for optimal drone detection:
Vision technique: (100% completed)
Sniffing technique: (20%) (paused)

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