Report

Goodness

August 2, 2021 - August 8, 2021

Papers

Title 2: Real-time Detection of Position Falsification in Internet of Vehicles using Machine Learning(Accepted-ETFA)

Title 3: Safety Messages Verification in Vehicular Networks Using Machine Learning (Summer Intensive)
Target: IEEE Vehicular Technology

Title 4: Countering Attacks in CAN Bus Protocol: A Network-Based Intrusion Detection Approach
Target: ICTC/IEEE Intelligent Transport System

70% Progress
Last Week's Progress

Title 3:Brainstorm to effectively effect review comments from ETFA for equivalent Journal Version of paper

Title 4: Paper Review:
(i) An Intelligent Secured Framework for Cyberattack Detection in Electric Vehicles’ CAN Bus Using Machine Learning
(ii) A Survey of Intrusion Detection for In-Vehicle Networks

This Week Todo's

(i) Learn how to implement the "modified bat algorithm" for parameter optimization in one class classifications
(ii) Continue watching and familiarizing with deep learning videos, implementation, and application
(iii) Complete and conclude ICTC paper

Project Progress

AI-Assisted Thermal array-based High Detection for Smart Home

70% Progress
Last Week's Project

(i) Complete dataset collection and start labeling frames
(ii) Brainstorm with my project team member on the Deep Learning algorithms to be implemented on the collected dataset and compare results

This Week's Project

Explore various deep learning Algorithms on the labeled dataset

Monthly Goals

1. Complete and submit paper for ICTC
2. Complete and submit summer intensive for Special Issue "Advances in Artificial Intelligence: Machine Learning, Data Mining, and Data Sciences
3. Complete the system model of the summer intensive paper
4. Fully familiarize with deep and transfer learning algorithms.
5. Explore, check and study target journals in my research are

Annual Goals

1. Attend at least two Domestic Conferences
2. Attend at least one International Conference
3. Submit one International Journal