Professional Reflection on Network Intrusion Detection System with Machine Learning Algorithms

Professional
Reflection

Contents
INTRODUCTION...........................................................................................................................3
TASK...............................................................................................................................................3
Critical discussion of challenges encountered in the construction of each section of the
proposal........................................................................................................................................3
Critical discussion of your interaction and use of support tutors/peers/supervisors...................4
Critical discussion of skills required/used for successful construction of the proposal..............4
Critical discussion of lessons learnt from the process and strategies to adopt to move forward 4
Production of a professional development plan see Blackboard for suggested template...........6
CONCLUSION................................................................................................................................7
REFERENCES................................................................................................................................8

INTRODUCTION
Personal professional reflection is defined as the writing delivers a chance for someone to
gain additional understandings from respective work through deeper reflection on his
experiences, and additional consideration of other people perceptions from academia and theory.
This professional reflection is related to Network Intrusion Detection System with Machine
Learning Algorithms and its factors. In this report various challenges of construction proposal,
discussion with tutors and required skills that in construction of proposal is discussed. Apart
from that various skills learnt from research project is being covered in this project report.
TASK
Critical discussion of challenges encountered in the construction of each section of the proposal
For the respective research proposal of Analysis of Network Intrusion Detection System with
Machine Learning Algorithms, I have faced various difficulties and challenges in writing the
assignment. Apart from that selecting the research topic, eliminating the unrelated results that is
time consuming process affect my research work. I have use multiple strategies such as
secondary research, online articles, journals, books and PDFs are used to find relevant
information to make research work more effective.
I have faced various other challenges in research work such as the research work in
depends upon the search engine that offers speed, reliability and convenience but I was not able
to use it in proper manner so later the research work of Network Intrusion Detection System is
dome on long research paper. There are some problems related to the unbalanced as well as huge
data set, analyse the whole data and select the appropriate one is the major challenge that is faced
during the research.
During the selection of research topic, I have formulated thesis on them in order to
identify the term Network Intrusion Detection System and divide it in various categories. There
are various information is collected by me to that enhance the deep understanding about the
topic. I have been go through different articles and books and research brainstorming process to
select the most efficient research topic. Research approaches help me to prepare research by
covering all details and impacts of Network Intrusion Detection System.