Enhancing Communication Protocol Security: A Comparative Study of Intrusion Detection Techniques

The research paper should be four pages long not including cover page or appendices, in 10-point font, single spaced, and of publishable quality. The paper must adhere to the IEEE Manuscript Templates for Conference Proceedings. Must be fully cited, and all references must be included in the reference section at the end. All pages must be numbered.

Your research paper must contain the following sections:

  1. Abstract: The abstract is one of the most important parts of your paper. The abstract is also the only part of the paper that a potential referee sees when invited by an editor to review a manuscript and that readers see when they search electronic databases, such as ACM or IEEE. The abstract sets the tone for the rest of your paper. It is therefore your duty to ensure that the abstract properly represents the entire paper. The abstract should be between 100 to 150 words long.
  2. Introduction: In this section, you should start by identifying the subject, then survey existing work and briefly discuss the limitations, pros, and cons of the approaches that technically relate to your proposed research topic. Then, briefly describe what you are proposing to address the limitations of these existing approaches. Finally, this section should end by the organization of the paper. You should have six to eight references, most of which are within the past five years.
  3. Methods: The methods section should give a detailed description of the approach you used or your process and steps to solve the problem. For example, if you are proposing an algorithm, you must describe the flowchart or pseudocode of that algorithm. If you are proposing a system, you must give and describe the block diagram. Be sure that your methods are applied systematically. Focus on the essential and elaborate where needed. Develop original strategies and consider unusual approaches.
  4. Results and Discussion: This section should provide reasonable information (simulations results, experimental results, and so on) to allow the reader to understand what was done, and how the work was tested and evaluated. Describe and evaluate both negative and positive results. Discuss difficulties in the implementation and present approaches to a solution.
  5. Conclusions and Future Work: The conclusion section wraps up your research paper. The conclusion serves as the second bookend (opposite the introduction) in stating and proving your problem statement. In the conclusion, first identify your thesis or problem statement and add the main points from the methods section as a recap. Do not introduce new information in the conclusion (information that you did not previously cover or discuss in your paper). Make sure that you provide a closing statement to your paper, such as future work.
  6. References: Finally is the references section, which provides detailed information about the resources you cited in your work in a very consistent manner. All cited papers must be peer-reviewed papers from well-known journals and proceedings (publishers such as IEEE, IET, Wiley, Springer, and Elsevier). Be sure to use proper citations in IEEE format throughout the paper. Keep in mind, it is standard to see between 8 – 12 references for every 1,000 words.
Additional Notes:
– I think the addition of real world datasets would be a great method of study for IDS. Below is one such example, as it will cover the majority of attacks that could be done to a network. It would be interesing to see how many of these attacks would affect the communication layer. 
https://www.unb.ca/cic/datasets/ids-2017.html

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