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: Out of journal’s scope

Title 8: Under review

Title 9: Under review

Title 11:

i. Debugged errors in code to establish an FL scenario

ii. Design the AI architecture for both the server and clients’ environments

iii. Continue with paper writing

This Week Todo's

Title 2: Under review

Title 6: Transfer to another journal’s template and resubmit for possible acceptance

Title 8: Under review

Title 9: Under review

Title 11:

i. Evaluate other aggregation functions for communication overhead reduction

ii. Optimize my model with different hyperparameters

iii. Achieve a substantial progress in paper writing

Project Progress

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

Last Week's Project

i. Still working on project’s proposal proposal

ii. Had a brainstorming session with the Blockchain team to arrive at a consensus for the acceleration of
the project

iii. Continue with the literature survey

This Week's Project

i. Have a joint brainstorming session with the Blockchain team to design a viable system

ii. Continue with literature survey

Monthly Goals

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

ii. Become proficient in FL simulations (30%)

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 (60%)

vi. Begin and excel on the journey to R programming (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)

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