{"id":24429,"date":"2024-05-06T01:34:45","date_gmt":"2024-05-06T01:34:45","guid":{"rendered":"https:\/\/www.writemyessays.app\/blog\/questions\/assessing-the-effectiveness-of-using-autoencoders-with-network-behavior-analysis-for-iot-network-security\/"},"modified":"2024-05-06T01:34:45","modified_gmt":"2024-05-06T01:34:45","slug":"assessing-the-effectiveness-of-using-autoencoders-with-network-behavior-analysis-for-iot-network-security","status":"publish","type":"questions","link":"https:\/\/www.writemyessays.app\/blog\/questions\/assessing-the-effectiveness-of-using-autoencoders-with-network-behavior-analysis-for-iot-network-security\/","title":{"rendered":"Assessing the Effectiveness of Using Autoencoders with Network Behavior Analysis for IoT Network Security"},"content":{"rendered":"
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The Research Paper has a maximum of 50 points. Each student is required to complete <\/span><\/span>the paper by himself or herself. <\/span><\/span>There are no groups or partners. <\/span><\/span>The maximum plagiarism allowed is 10%. <\/span><\/span>Anything more than that I will deduct points for each additional percent of plagiarism.<\/span><\/p>\n

Assignment Description<\/span>: For this assignment, you must write a <\/span><\/span>graduate-level <\/span><\/span>research review paper using the IEEE conference paper template for all components. The paper should be at least 5-6 pages but at most 10 pages. You should try to use the latest findings (last three years) in your research wherever possible).<\/span><\/p>\n

Research Topic<\/span>: This paper will allow you to investigate one of the popular research areas in the <\/span><\/span>\u201cSmart Integrated Systems\u201d industry, <\/span><\/span>the Internet of Things (IoT). IoT networks are everywhere, from the home (smart home) to large organizations (e.g., government agencies). Securing IoT networks is a critically important task as they become more popular. In this research, your task is to assess the effectiveness of autoencoder-based threat detection in the IoT network. See the topic below.<\/span><\/p>\n

Read the next pages for the paper rubric and required deliverables for this assignment.<\/span><\/p>\n

Topic<\/span>: Assessing the Effectiveness of Using Autoencoders with Network Behavior Analysis for IoT Network Security<\/span><\/p>\n


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<\/span>INTRODUCTION <\/span><\/span>(10 Points) <\/span><\/span>(<\/span>minimum one page with single space)<\/span><\/p>\n

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  1. \n

    Requirement: First, write this section on your own. Then, use ChatGPT to check your work.<\/span><\/p>\n<\/li>\n

  2. \n

    Theintroductionprovidesablueprintfortheentireresearchpaper.Itismeanttoacquaintthereader<\/span><\/p>\n

    with and defend the study’s rationale. State your purpose and focus of the paper. Please state the<\/span><\/p>\n

    problem or express it so that the question is implied.<\/span><\/p>\n<\/li>\n

  3. \n

    Significance of the study. Why is it worth doing in the first place?<\/span><\/p>\n<\/li>\n

  4. \n

    The introduction is usually written in the present tense.<\/span><\/p>\n<\/li>\n<\/ol>\n

    2. LITERATURE REVIEW <\/span><\/span>(10 Points) <\/span><\/span>(<\/span>minimum two pages with single space<\/span>)<\/span><\/p>\n

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    1. \n

      Requirement: First, write this section on your own. Then use ChatGPT to check your work.<\/span><\/p>\n<\/li>\n

    2. \n

      What has been written on this topic in the past? Convey to the reader what knowledge and<\/span><\/p>\n

      ideas have been established on a topic and what the strengths and weaknesses are.<\/span><\/p>\n<\/li>\n

    3. \n

      How does your study contribute to the existing literature?<\/span><\/p>\n<\/li>\n

    4. \n

      Include definitions of all important terms.<\/span><\/p>\n<\/li>\n<\/ol>\n

      3. HYPOTHESES <\/span><\/span>(5 Points) <\/span><\/span>(<\/span>minimum two paragraphs with 255 characters with single space<\/span>)<\/span><\/p>\n

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      1. \n

        Requirement: First, write this section on your own. Then use ChatGPT to check your work.<\/span><\/p>\n<\/li>\n

      2. \n

        What question(s) are you trying to answer and why?<\/span><\/p>\n<\/li>\n

      3. \n

        State the hypothesis precisely.<\/span><\/p>\n<\/li>\n

      4. \n

        Present background information only as needed in order to support a position. The reader wants to read only some of your knowledge about a subject. You can also put this information in the introduction or literature review, but make it clear.<\/span><\/p>\n<\/li>\n<\/ol>\n

        4. METHODOLOGY <\/span><\/span>(8 Points, 2 points for each method) <\/span><\/span>(minimum two paragraphs, 255 characters each, single space)<\/span><\/p>\n

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        1. \n

          First, write this section on your own. Then, use ChatGPT to check your work.<\/span><\/p>\n<\/li>\n

        2. \n

          Explain how you will investigate the research question(s).<\/span><\/p>\n<\/li>\n

        3. \n

          Explain your process for data collection: what the data looks like, where you got it from, and how<\/span><\/p>\n<\/li>\n<\/ol>\n

          you will process it.
          d. You must have at least four methods\/experiments you are investigating. Each process should be a sub-section. <\/span><\/span>At least one method should be based on autoencoder. <\/span><\/span>For example:<\/span><\/p>\n

          Approach #1: Using Random Forest Algorithm<\/span><\/p>\n

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          1. \n

            Explain the assumptions you are making, as well as the scope and limitations of the method.<\/span><\/p>\n<\/li>\n

          2. \n

            This section is usually written in the past tense.<\/span><\/p>\n<\/li>\n<\/ol>\n

            5. RESULTS – <\/span><\/span>(7 Points, 1.5 points for each method\u2019s results, 1 point for visual quality)<\/span><\/p>\n

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            1. \n

              The results should have data presented tables, charts, graphs, and other figures. You<\/span><\/p>\n

              should have a caption explaining each figure.<\/span><\/p>\n<\/li>\n

            2. \n

              Present and illustrate your findings. Make this section a completely objective report of the results, and save all interpretations for the discussion.<\/span><\/p>\n<\/li>\n

            3. \n

              You should use tables, charts, and graphs only when you are sure they will enlighten your readers rather than confuse them. The rule of thumb for presenting a graphic is first to introduce it by name, show it, and then interpret it.<\/span><\/p>\n<\/li>\n<\/ol>\n

              c. Do not confuse figures with tables – there is a difference.
              d. Either place figures and tables within the text of the result, or include them in the back of the<\/span><\/p>\n

              report as an appendix (following the References) – do one or the other (Not both) <\/span><\/p>\n

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              1. \n

                Each figure and table must be sufficiently complete that it can stand on its own, separate from the text.<\/span><\/p>\n<\/li>\n

              2. \n

                The results section is usually written in the past tense.<\/span><\/p>\n<\/li>\n<\/ol>\n

                6. DISCUSSION <\/span><\/span>(5 Points) <\/span><\/span>minimum two <\/span><\/span>paragraphs with 255 characters <\/span><\/span>with single space)<\/span><\/p>\n

                  \n
                1. \n

                  Requirement: First, write this section on your own. Then use ChatGPT to check your work<\/span><\/p>\n<\/li>\n

                2. \n

                  Provide an interpretation of your results and support for all of your conclusions. The distinction<\/span><\/p>\n

                  between the results and discussion sections is sometimes more clear-cut. Some evaluation and<\/span><\/p>\n

                  commentary on your data may be appropriate and even necessary.<\/span><\/p>\n<\/li>\n

                3. \n

                  The significance of findings should be clearly described. Decide if each hypothesis is supported<\/span><\/p>\n

                  or rejected, or if you cannot decide confidently. Do not simply dismiss a study or part of a study<\/span><\/p>\n

                  as “inconclusive.”<\/span><\/p>\n<\/li>\n

                4. \n

                  Try to offer alternative explanations if reasonable alternatives exist.<\/span><\/p>\n<\/li>\n

                5. \n

                  One study will not answer an overall question, so keeping the big picture in mind, where do you<\/span><\/p>\n

                  go next? The best studies open up new avenues of research. What questions remain?<\/span><\/p>\n<\/li>\n

                6. \n

                  The discussion section is usually written in the present tense.<\/span><\/p>\n<\/li>\n<\/ol>\n

                  7. CONCLUSION <\/span><\/span>(3 Points) <\/span><\/span>(<\/span>minimum one paragraph with 255 characters with single space<\/span>)<\/span><\/p>\n

                    \n
                  1. \n

                    Requirement: First, write this section on your own. Then use ChatGPT to check your work<\/span><\/p>\n<\/li>\n

                  2. \n

                    Write a summary (of what you did and found), a brief discussion (explanation of findings – why<\/span><\/p>\n

                    do you think you found what you did?), and any recommendations (based on your findings.<\/span><\/p>\n<\/li>\n

                  3. \n

                    The conclusions and recommendations section is usually written in present tense.<\/span><\/p>\n<\/li>\n<\/ol>\n

                    8. REFERENCES <\/span><\/span>(2 Points)<\/span><\/p>\n

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                    1. \n

                      Properly document sources of all of your information. Websites are inappropriate as primary<\/span><\/p>\n

                      sources. List all literature cited in your paper, in alphabetical order, by the first author.<\/span><\/p>\n<\/li>\n

                    2. \n

                      Use APA citation format: <\/span><\/span>https:\/\/www.mendeley.com\/guides\/apa-citation-guide<\/span>.<\/span><\/p>\n<\/li>\n<\/ol>\n

                      You must complete all 8 sections of this Research Paper, in an organized, well-written report.<\/span><\/p>\n

                      NOTE: <\/span><\/span>You need to have 4 methodologies, each one coming from articles you read for the literature review. Explain each article in the literature review and then explain the method in the methodology section. Example articles:<\/span><\/p>\n

                      https:\/\/upcommons.upc.edu\/bitstream\/handle\/2117\/99318\/FCTRU_2016_paper_29.pdf https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=8514421&casa_token=gYvXf1ueArMAAAAA:5fU ZodcUnBa4CMEUS3awKwhs8jb6xtVfS4CrSBCrJ_0oru9uyqaBd9lGgzP7wXw_bgsFD4QFcz4p<\/span><\/p>\n

                      You need to use Google Scholar to find the correct articles: <\/span><\/span>https:\/\/scholar.google.com\/.<\/span><\/p>\n

                      Example Projects which you can use in Methodology:<\/span><\/p>\n

                      – <\/span><\/span>https:\/\/github.com\/OliverStoll\/Anomaly-Detection-IIoT
                      <\/span>– <\/span><\/span>https:\/\/github.com\/imoken1122\/Intrusion-Detection-CVAE
                      <\/span>– <\/span><\/span>https:\/\/github.com\/id4thomas\/SystematicAEIDS <\/span><\/span>(Focus on the two IOT datasets)<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

                      The Research Paper has a maximum of 50 points. Each student is required to complete the paper by himself or herself. There are no groups or partners. The maximum plagiarism allowed is 10%. Anything more than that I will deduct points for each additional percent of plagiarism. Assignment Description: For this assignment, you must write a graduate-level research review paper using […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[23],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/24429"}],"collection":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/comments?post=24429"}],"version-history":[{"count":0,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/questions\/24429\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/media?parent=24429"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/disciplines?post=24429"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/paper_types?post=24429"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.writemyessays.app\/blog\/wp-json\/wp\/v2\/tagged?post=24429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}