Category: Business & Finance

  • [Solved] Due Friday $75

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    [>Accounting homework help](https://www.sweetstudy.com/fields/business-finance-accounting) Part B is a report on the various models that are built using the data set, including any imputations and transformations you may want to perform. We will be building two sets of models, with different partiti…

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    [>Accounting homework help](https://www.sweetstudy.com/fields/business-finance-accounting)

    Part B is a report on the various models that are built using the data set, including any imputations and transformations you may want to perform.  We will be building two sets of models, with different partition.

    To the Data node from above, add a 'Manage Variables' node.  The presence of this node is something required by Viya if we want to impute and/or transform variables.  We do not need to set anything within it.

    To the 'Manage Variables' node, add nodes for imputations (if desired) and transformations.  Make the desired changes to the data, as you see fit, then execute the pipeline.  The transformation node should be on the bottom, after the imputation node.

    To the bottom-most node in the flow that is not 'Data Exploration', add one node for each of the models that we want to examine:

    – Decision tree (use default settings)
    – Forest (use default settings).  In many texts, this method is also known as Random Forest.
    – Neural Network (4 total, using some different parameters.  for other parameters, use defaults)

    – 1 hidden layer, 50 neurons per layer, TANH hidden layer activation function
    – 5 hidden layers, 50 neurons per layer, TANH hidden layer activation function
    – 1 hidden layer, 100 neurons per layer, TANH hidden layer activation function
    – 1 hidden layer, 50 neurons per layer, ReLU hidden layer activation function
    – Logistic Regression (4 total, with different variable selection methods.  for other parameters, use defaults):

    – Forward
    – Backward
    – Stepwise
    – (none) – this method forces in all the variables
    – SVM (Support Vector Machine)  Use default settings.

    When you add the first node for one of your models, you will see that Viya also adds a node called 'Model Comparison' at the bottom.  As you continue to add nodes for the different models, Viya will connect all the subsequent models to the 'Model Comparison' node as well.

    Before running your flow, left-click on the 'Model Comparison' node.  On the right panel that appears, go to the drop-down for 'Class selection statistic' and choose 'Misclassification (Event)'.  We are telling Viya that we want to choose the best model(s) based on their ability to correctly classify outcomes.  Keep everything else set to the default.

    This gives a total of 11 models on the data, with a training/validation partition ratio of 50/50.

    Prepare a summary table with each method used and the misclassification rate on the validation partition.  Which model is the champion, having the lowest misclassification on the validation partition?

    Discuss any observations you have on the results.  Were there any changes in the results for the neural network with the different parameter settings?  Did all the models come up with the same variables as the ones found to be predictive?  Were there any differences in the various regression methods?  If so, what were they?

    –Create a second set of models with a different training-to-validation ratio

    Next, create a new project as done before, with the initial data set.  This time, set the training partition = 60, the validation partition = 40, and keep the test partition again equal to zero.  By increasing the relative size of the training partition, we increase the amount of data available for training but still have enough data so that (hopefully) overfitting will not be a problem.

    Except for the data exploration node, rebuild your pipeline in the new project just as you did before and execute it.

    For this new set of models built using the 60/40 data partition, prepare a summary table with each method used and the misclassification rate on the validation partition.  Which model is the champion here?  Compare the two champions of the two different data partitions – are they the same method?  How do the misclassification rates for the two different partition functions compare?  Are any trends noticeable?  Are the variables determined to be predictive the same across both of the different partitions?

    –Try some models using a feature that has been engineered

    Create a new project with the same initial partition = 50 and validation partition = 50.  Replace one variable with an engineered variable using Viya (for a generic introduction to variable engineering, see the link at the bottom).  As an alternative, you may manually create a new data set in Excel and then import that to use here (if you do this, make sure that the spreadsheet contains values, not formulas, and you delete the column(s) used to generate your engineered variable).

    Make sure that you transform all the input variables as you did in the initial project with the same partitions.  You may also need to transform the engineered variable – explore the data in Viya and make your determination.  Create a pipeline using this data set and add nodes for each of the 11 different models noted above.  Set the parameters as noted above (when appropriate) and then execute the pipeline.  Compare the results of these models with the results of corresponding models from the project above.  Are there any improvements to misclassification rates?

    End Part B – model building and evaluation

    **Feature Engineering:**

    An example by SAS on creating new variables for better predictive models within Enterprise Miner:

    [https://communities.sas.com/t5/SAS-Communities-Library/Tip-How-to-Derive-New-Variables-for-Better-Predictive-Models/ta-p/221404](https://communities.sas.com/t5/SAS-Communities-Library/Tip-How-to-Derive-New-Variables-for-Better-Predictive-Models/ta-p/221404)

  • [Solved] Discussion Post-Workplace Surveillance

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    [>Operations Management homework help](https://www.sweetstudy.com/fields/business-finance-operations-management) Why do some employees and privacy advocates object to increased workplace surveillance?

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    [>Operations Management homework help](https://www.sweetstudy.com/fields/business-finance-operations-management)

    Why do some employees and privacy advocates object to increased workplace surveillance?

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    [>Marketing homework help](https://www.sweetstudy.com/fields/business-finance-marketing) **files (1)** – ## MarketingPlanPaperOutlineAssignmentInstructions.docx **## MarketingPlanPaperOutlineAssignmentInstructions.docx** BUSI 607 **Marketing Plan Paper: Outline Assignment Instructions** **Overview**…

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    [>Marketing homework help](https://www.sweetstudy.com/fields/business-finance-marketing)

    **files (1)**

    – ## MarketingPlanPaperOutlineAssignmentInstructions.docx

    **## MarketingPlanPaperOutlineAssignmentInstructions.docx**

    BUSI 607

    **Marketing Plan Paper: Outline Assignment Instructions**

    **Overview**

    The purpose of the outline is to provide the layout for the
    **Marketing Plan Paper: Final Assignment**. The professor will use the outline to determine the validity of the proposed product/service introduction and if the proper level of detail is provided. Comments and recommendations will be provided to the student to support the final paper.

    **Instructions**

    The outline must include the three major bolded headings listed below as the first level, points for each of the required areas, and sub points supporting each of these major points. The outline should be in APA indented format.

    The outline will include country and product/service specific points gathered from preliminary research.

    **Include a paragraph** describing the product and/or service you plan to introduce in the chosen country.

    **Outline Headings**

    A.
    **Description of the Organization and product selected**

    Provide a brief description of your company—its products/services, customers, core competencies, strengths, and weaknesses.

    B.
    **Description of the country**

    i. Describe the local environment in which you will operate and the critical operational factors that you must consider, and how they will affect your company. Consider economic, political, legal, geographic, social/demographic, and industry factors. Provide a cultural profile of the local area in which you will be operating.

    ii. What are the customers going to be like?

    iii. What kind of reception do you anticipate from local governments, competitors, suppliers, distributors, and so forth?

    iv. Why will customers buy your product?

    C.
    **Recommended Action Plan**

    i. What is your recommended entry strategy? Provide reasons for this strategy.

    ii. Decide on the marketing approach you will use for the product.

    iii. Discuss the action plan timeline.

    iv. Discuss pricing and anticipated profit levels.

    v. Describe the target market and the distribution channel(s) you will use and why.

    vi. Explain any special control issues that concern you. How do you plan to deal with them?

    vii. Identify concerns with the host country regarding your operations, as best you can comprehend. What plans do you have to deal with these concerns and to ensure a long-term cooperative relationship?

    Page 2 of 2

    **## MarketingPlanPaperOutlineAssignmentInstructions.docx**

    BUSI 607

    **Marketing Plan Paper: Outline Assignment Instructions**

    **Overview**

    The purpose of the outline is to provide the layout for the
    **Marketing Plan Paper: Final Assignment**. The professor will use the outline to determine the validity of the proposed product/service introduction and if the proper level of detail is provided. Comments and recommendations will be provided to the student to support the final paper.

    **Instructions**

    The outline must include the three major bolded headings listed below as the first level, points for each of the required areas, and sub points supporting each of these major points. The outline should be in APA indented format.

    The outline will include country and product/service specific points gathered from preliminary research.

    **Include a paragraph** describing the product and/or service you plan to introduce in the chosen country.

    **Outline Headings**

    A.
    **Description of the Organization and product selected**

    Provide a brief description of your company—its products/services, customers, core competencies, strengths, and weaknesses.

    B.
    **Description of the country**

    i. Describe the local environment in which you will operate and the critical operational factors that you must consider, and how they will affect your company. Consider economic, political, legal, geographic, social/demographic, and industry factors. Provide a cultural profile of the local area in which you will be operating.

    ii. What are the customers going to be like?

    iii. What kind of reception do you anticipate from local governments, competitors, suppliers, distributors, and so forth?

    iv. Why will customers buy your product?

    C.
    **Recommended Action Plan**

    i. What is your recommended entry strategy? Provide reasons for this strategy.

    ii. Decide on the marketing approach you will use for the product.

    iii. Discuss the action plan timeline.

    iv. Discuss pricing and anticipated profit levels.

    v. Describe the target market and the distribution channel(s) you will use and why.

    vi. Explain any special control issues that concern you. How do you plan to deal with them?

    vii. Identify concerns with the host country regarding your operations, as best you can comprehend. What plans do you have to deal with these concerns and to ensure a long-term cooperative relationship?

    Page 2 of 2

  • [Solved] Prof Double R

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    [>Management homework help](https://www.sweetstudy.com/fields/business-finance-management) Develop a Project Charter, using the provided Project Management Plan template, based on Cosmo, Inc., a leading company in the development and distribution of wearable technology products, or your own selected…

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    Assignment Prompt & Instructions

    [>Management homework help](https://www.sweetstudy.com/fields/business-finance-management)

    Develop a Project Charter, using the provided Project Management Plan template, based on Cosmo, Inc., a leading company in the development and distribution of wearable technology products, or your own selected business.

    Fill out the following section on the template uploaded below.

    – **Business Need.**
    – Briefly describe the business need for Cosmo, Inc. or your selected business. Indicate how this will align with organizational strategic goals and objectives. Include quantitative information that supports the severity of the problem (performance metrics, costs metrics, customer satisfaction metrics, and so on).
    – **Project Objectives.**
    – Provide a brief statement regarding the implementation of the project, and then use bullet points regarding the major deliverables.
    – **Approach.**
    – Describe the business requirements for the project. How will the project be managed? For example, "This project will be managed in accordance with the PMI approach as modified." Provide specific tools or techniques that will be utilized per project phase.
    – **Assumptions.**
    – Explain project assumptions. For example, it is assumed that the budget will be available to support the project and will require no update.
    – **Constraints.**
    – Explain project constraints. For example, the resources for the project may not be available as needed, and alternative solutions may be required. Provide mitigating strategies for each constraint.
    – **Dependencies.**
    – Explain project dependencies. For example, this project is dependent on the construction feasibility project (name) to be completed before this project can proceed. Provide mitigating strategies for each dependency.
    – **Initial Risk Factors.**
    – Analyze initial risk factors to the project. Include the impacts and mitigating strategies. For example, city permit application and approval occurs once a month. This could delay the ground-breaking tasks. Mitigation: Request a special meeting with the city planning department to gain approvals.
    – **Regulatory Costs/Impacts.**
    – Analyze the impact of regulations and costs to the project. For example, SOX, HIPAA, GLB, SEC rules, local and state licensing, permits.
    – **Roles and Responsibilities.**
    – Explain who the project stakeholders are, their roles, and their responsibilities.

    – [\
    \
    cf_project_plan_template_simple.docx](https://www.sweetstudy.com/files/cf-project-plan-template-simple-docx "cf_project_plan_template_simple.docx")

  • [Solved] Discussion Post

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    [>Management homework help](https://www.sweetstudy.com/fields/business-finance-management) If you were a business owner or executive, would you want your company to participate in the government’s Voluntary Protection Programs under which businesses commit to safety standards exceeding federal regul…

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    Assignment Prompt & Instructions

    [>Management homework help](https://www.sweetstudy.com/fields/business-finance-management)

    If you were a business owner or executive, would you want your company to participate in

    the government’s Voluntary Protection Programs under which businesses commit to safety

    standards exceeding federal regulations? What are the advantages and disadvantages of

    participation?

  • [Solved] Spring2026_3

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    [>Accounting homework help](https://www.sweetstudy.com/fields/business-finance-accounting) Hi, please assist if possible **files (1)** – ## Spring26.Part3.Assignment.docx.pdf **## Spring26.Part3.Assignment.docx.pdf** Project 3 – Risk Mitigation Strategy Description For this project, you will leverag…

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    [>Accounting homework help](https://www.sweetstudy.com/fields/business-finance-accounting)

    Hi, please assist if possible

    **files (1)**

    – ## Spring26.Part3.Assignment.docx.pdf

    **## Spring26.Part3.Assignment.docx.pdf**

    Project 3 – Risk Mitigation Strategy

    Description

    For this project, you will leverage your research from Project #1 and analysis from Project #2 to develop

    a risk mitigation strategy for your chosen company. If necessary, you can adjust your Information Usage

    Profile or your Risk Profile using feedback from your instructor and additional information from your

    readings and research. The deliverable for this project will be a Risk Mitigation Strategy that includes a

    Security Controls Profile based upon the security and privacy controls catalog from NIST SP 800-53

    Revision 5 and the security functions and identifiers from the NIST Cybersecurity Framework (CSF)

    Version 1.1.

    ● NIST SP 800-53 https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf

    ● NIST CSF https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04162018.pdf

    Note: Table 2 Framework Core in Appendix A of the NIST Cybersecurity Framework provides a

    cross-reference for each function/category/sub-category to the security and privacy controls from NIST

    SP 800-53.

    Review Guidance for Information Security Functions & Controls

    1. Review the NIST Cybersecurity Framework with a particular focus on the Functions, Categories,

    and Sub-Categories. Consider how these functions can be employed to mitigate the risks you

    identified and documented in Project #2.

    2. Review Chapter 2 in Security and Privacy Controls for Information Systems and Organizations

    (NIST SP 800-53). Pay special attention to section 2.2 Control Structure and Organization.

    3. Review Appendix A in the NIST CSF to identify security Functions/Categories/Sub-Categories

    which specifies risk mitigations which could be implemented to reduce or eliminate each risk

    listed in your Risk Mitigation Strategy Controls Profile (Table 2).

    Develop and Document Your Security Controls Profile

    1. Review the sample security controls profile provided in Tables 1 & 2 at the end of this file. Use

    this sample to guide your security controls analysis and the formatting of your Risk Mitigation

    Strategy Security Controls Profile. The sample entry in Table 2 was derived from the entry shown

    below (source: NIST CSF Appendix A Table 2 Framework Core).

    [https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf](https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf)

    [https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04162018.pdf](https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04162018.pdf)

    2. Copy your Risk Profile (Table 1) from Project #2 into a new file (for your assignment submission).

    Then copy the Risk Mitigation Strategy Security Controls Profile (Table #2) from this assignment

    file into your project submission file (place it after Table #1). Delete the sample text from Table

    #2.

    3. Transfer the RISK ID and RISK TITLE columns from Table 1 into Table 2. This is how you will link

    your Risk Profile to your Risk Mitigation Strategy. You should have 15 or more risks related to the

    company’s business operations, use of the Internet, the company’s IT systems and

    infrastructures (including “technologies in use”), and the types and collections of information

    used by the company.

    4. For each row in your Table 2 (Risk Mitigation Strategy Security Controls Profile), choose a

    security function from the NIST CSF which could be implemented to mitigate the identified risk.

    Then, review the Category and Sub-Category information for that function. Choose one or more

    sub-categories and enter those into your table in the CSF Category ID column.

    5. Using the Informative References provided in the NIST CSF Appendix A Table 2: Framework Core,

    identify 2 or 3 security controls which, if implemented, will serve to mitigate the specific risk

    listed in your risk profile.

    6. Write a brief narrative description of the risk mitigation strategy for your identified risk. This

    strategy should derive from your selected security function and controls. Use the ABC hallmark

    for writing for executive audiences: accuracy, brevity, and clarity.

    Develop Your Risk Mitigation Strategy

    1. Review Chapter 1: The Business Case for Decision Assurance and Information Security in the

    (ISC)2 SSCP Systems Security Certified Practitioner Official Study Guide (the course textbook).

    This resource will help you determine what information to include as part of your Risk Mitigation

    Strategy for your selected company. Another helpful resource for understanding what

    information should be included in your strategy is:

    https://www.workfront.com/project-management/life-cycle/initiation/business-case

    Note: this assignment does not require a full business case. You are not required to provide

    financial information, implementation plans, etc. Your presentation of your strategy should focus

    on these sections of a business case:

    o Business problem or opportunity

    [https://www.workfront.com/project-management/life-cycle/initiation/business-case](https://www.workfront.com/project-management/life-cycle/initiation/business-case)

    o Benefits
    o Risk
    o Technical Solutions
    o Timescale
    o Impact on Operations

    2. Identify best practices for information security and reasons / justifications for allocating

    resources (people, money, technologies) to implement security controls. You will find relevant

    best practices and justifications listed in the Executive Summaries and opening chapters of NIST

    SP 800-30, NIST SP 800-37, NIST SP 800-53, and the NIST Cybersecurity Framework. You may

    wish to discuss your recommendations in terms of timeframe for implementation: immediate,

    near-term (6 months?), medium term (12-18 months), within the next two years, etc. Keep in

    mind that there may need to be tradeoffs between time and money.

    3. Organize your recommendations to formulate your Risk Mitigation Strategy. At a minimum, this

    section should include a summary of the business problem (reduce risks related to information

    and IT systems and infrastructures), the benefits of implementing security controls, the general

    types of risks to be mitigated (focus on the CIA triad), and the policy, processes, and technical

    solutions being recommended.

    Write

    1. An introduction section which provides a brief introduction to the company and the information

    / information technology risks that it faces (you may reuse some of your narrative from Project

    #1 and/or Project #2). Your introduction should include a brief overview of the company’s

    business operations. Follow this with a description of the purpose and contents of this Risk

    Mitigation Strategy deliverable.

    2. A separate analysis section in which you present your Risk Profile. Start with a summary of your

    Risk Profile. You may reuse your introductory paragraph from Project #2 (revise if necessary)

    where you explained your risk profile (what information is contained in the table and what

    sources were used to obtain this information). Include a description of the process and

    documents used to construct the Risk Profile. Explain the benefits of using a risk profile to help

    manage risk. The citations and named documents in this paragraph will serve as citations and

    attributions for the contents of Table #1 (bring Table #1 Risk Profile forward from Project #2 and

    update if needed). Place Table #1 at the end of this section.

    3. A separate analysis section (Security Controls Profile) in which you present your Security Controls

    Profile. Provide an introductory paragraph that explains the security controls profile, e.g., what

    information is contained in the table and what sources were used to obtain this information.

    Describe the process and documents used to construct the Security Controls Profile.

    4. A separate section (Risk Mitigation Strategy) in which you present a high-level strategy for

    implementing the risk mitigations (security controls) presented earlier in this deliverable. This

    section should include a summary of the business problem (reduce risks related to information

    and IT systems and infrastructures), the general types of risks to be mitigated (focus on the CIA

    triad and summarize the risks you previously identified), the benefits of implementing security

    controls listed in your Security Controls Profile, and the policy, processes, and technical solutions

    being recommended for implementation (aligned to your Security Controls Profile).

    5. A separate Recommendations and Conclusions section which provides a summary of the

    information contained in this deliverable and presents your concluding statements regarding the

    business need and business benefits which support implementing your Risk Mitigation Strategy

    and the allocation of resources by the company.

    Submit Your Work for Grading and Feedback

    Before you submit your work, check the rubric (displayed in the Assignment Folder entry) to make sure

    that you have covered all required content including citations and references.

    Submit your work in MS Word format (.docx or .doc file) using the Project #3 Assignment in your

    assignment folder. (Attach the file.)

    Additional Information

    1. Your 8 to 10 page deliverable should be professional in appearance with consistent use of fonts,

    font sizes, colors, margins, etc. You should use headings and sub-headings to organize your

    paper. Use headings which correspond to the content rows in the rubric – this will make it easier

    for your instructor to find required content elements and will help you ensure that you have

    covered all required sections and content in your paper.

    2. The stated page length is a recommendation based upon the content requirements of the

    assignment. All pages submitted will be graded but, for the highest grades, your work must be

    clear, concise, and accurate. Exceeding the recommended length will not necessarily result in a

    higher grade. Shorter submissions may not fully meet the content requirements resulting in a

    lower grade.

    3. The INFA program requires that graduate students follow standard APA style guidance for both

    formatting and citing/reference sources. Your file submission must be in MS Word format

    (.docx). PDF, ODF, and other types of files are not acceptable.

    4. You must include a cover page with the course, the assignment title, your name, your

    instructor’s name, and the due date. Your reference list must be on a separate page at the end of

    your file. These pages do not count towards the assignment’s minimum page count.

    5. You are expected to write grammatically correct English in every assignment that you submit for

    grading. Do not turn in any work without (a) using spell check, (b) using grammar check, (c)

    verifying that your punctuation is correct and (d) reviewing your work for correct word usage

    and correctly structured sentences and paragraphs.

    6. You are expected to credit your sources using in-text citations and reference list entries. Both

    your citations and your reference list entries must follow APA Style guidance. Use of required

    readings from the course as sources is expected and encouraged. Where used, you must cite and

    provide references for these readings.

    7. When using Security and Privacy controls from NIST SP 800-53, you must use the exact

    numbering and names (titles) when referring to those controls. This information does not need

    to be treated as quotations. You may paraphrase or quote from the descriptions of the controls

    provided that you appropriately mark copied text (if any) and attach a citation for both quoted

    and paraphrased information.

    8. Consult the grading rubric for specific content and formatting requirements for this assignment.

    9. All work submitted to the Assignment Folder will be scanned by the Turn It In service. We use

    this service to help identify areas for improvement in student writing.

    Table 1. Risk Profile for [company]

    Risk ID Risk Title Description Risk Category Impact Level
    001 Unauthorized disclosure of

    customer information.
    Disclosure of or access to customer information must be
    restricted to authorized individuals with a need to know.
    Unauthorized disclosure or access could result in harm to
    customers and financial liabilities for the company.

    People Medium

    002
    003
    004
    005
    006
    007
    008
    009
    010
    011
    012
    013
    014
    015

    Table 2. Risk Mitigation Strategy Security Controls Profile

    Risk ID Risk Title Risk Mitigation Strategy CSF Category ID Security Controls
    001 Unauthorized disclosure of

    customer information.
    Implementation of role-based access controls
    will reduce the risk of unauthorized access to
    customer information by controlling which
    individuals are granted access to the systems
    and software used to collect, process,
    transmit, and store this information.

    PR.AC Identity
    Management,
    Authentication, and
    Access Control: PR.AC-4

    AC-3 (7) Access
    Enforcement | Role
    Based Access
    Control; AC-3 (11)
    Access
    Enforcement |
    Restrict Access to
    Specific
    Information Types

    002
    003
    004
    005
    006
    007
    008
    009
    010
    011
    012
    013
    014
    015

    – Project 3 – Risk Mitigation Strategy
    – Description
    – Review Guidance for Information Security Functions & Controls
    – Develop and Document Your Security Controls Profile
    – Submit Your Work for Grading and Feedback
    – Additional Information

    **## Spring26.Part3.Assignment.docx.pdf**

    Project 3 – Risk Mitigation Strategy

    Description

    For this project, you will leverage your research from Project #1 and analysis from Project #2 to develop

    a risk mitigation strategy for your chosen company. If necessary, you can adjust your Information Usage

    Profile or your Risk Profile using feedback from your instructor and additional information from your

    readings and research. The deliverable for this project will be a Risk Mitigation Strategy that includes a

    Security Controls Profile based upon the security and privacy controls catalog from NIST SP 800-53

    Revision 5 and the security functions and identifiers from the NIST Cybersecurity Framework (CSF)

    Version 1.1.

    ● NIST SP 800-53 https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf

    ● NIST CSF https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04162018.pdf

    Note: Table 2 Framework Core in Appendix A of the NIST Cybersecurity Framework provides a

    cross-reference for each function/category/sub-category to the security and privacy controls from NIST

    SP 800-53.

    Review Guidance for Information Security Functions & Controls

    1. Review the NIST Cybersecurity Framework with a particular focus on the Functions, Categories,

    and Sub-Categories. Consider how these functions can be employed to mitigate the risks you

    identified and documented in Project #2.

    2. Review Chapter 2 in Security and Privacy Controls for Information Systems and Organizations

    (NIST SP 800-53). Pay special attention to section 2.2 Control Structure and Organization.

    3. Review Appendix A in the NIST CSF to identify security Functions/Categories/Sub-Categories

    which specifies risk mitigations which could be implemented to reduce or eliminate each risk

    listed in your Risk Mitigation Strategy Controls Profile (Table 2).

    Develop and Document Your Security Controls Profile

    1. Review the sample security controls profile provided in Tables 1 & 2 at the end of this file. Use

    this sample to guide your security controls analysis and the formatting of your Risk Mitigation

    Strategy Security Controls Profile. The sample entry in Table 2 was derived from the entry shown

    below (source: NIST CSF Appendix A Table 2 Framework Core).

    [https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf](https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.800-53r5.pdf)

    [https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04162018.pdf](https://nvlpubs.nist.gov/nistpubs/CSWP/NIST.CSWP.04162018.pdf)

    2. Copy your Risk Profile (Table 1) from Project #2 into a new file (for your assignment submission).

    Then copy the Risk Mitigation Strategy Security Controls Profile (Table #2) from this assignment

    file into your project submission file (place it after Table #1). Delete the sample text from Table

    #2.

    3. Transfer the RISK ID and RISK TITLE columns from Table 1 into Table 2. This is how you will link

    your Risk Profile to your Risk Mitigation Strategy. You should have 15 or more risks related to the

    company’s business operations, use of the Internet, the company’s IT systems and

    infrastructures (including “technologies in use”), and the types and collections of information

    used by the company.

    4. For each row in your Table 2 (Risk Mitigation Strategy Security Controls Profile), choose a

    security function from the NIST CSF which could be implemented to mitigate the identified risk.

    Then, review the Category and Sub-Category information for that function. Choose one or more

    sub-categories and enter those into your table in the CSF Category ID column.

    5. Using the Informative References provided in the NIST CSF Appendix A Table 2: Framework Core,

    identify 2 or 3 security controls which, if implemented, will serve to mitigate the specific risk

    listed in your risk profile.

    6. Write a brief narrative description of the risk mitigation strategy for your identified risk. This

    strategy should derive from your selected security function and controls. Use the ABC hallmark

    for writing for executive audiences: accuracy, brevity, and clarity.

    Develop Your Risk Mitigation Strategy

    1. Review Chapter 1: The Business Case for Decision Assurance and Information Security in the

    (ISC)2 SSCP Systems Security Certified Practitioner Official Study Guide (the course textbook).

    This resource will help you determine what information to include as part of your Risk Mitigation

    Strategy for your selected company. Another helpful resource for understanding what

    information should be included in your strategy is:

    https://www.workfront.com/project-management/life-cycle/initiation/business-case

    Note: this assignment does not require a full business case. You are not required to provide

    financial information, implementation plans, etc. Your presentation of your strategy should focus

    on these sections of a business case:

    o Business problem or opportunity

    [https://www.workfront.com/project-management/life-cycle/initiation/business-case](https://www.workfront.com/project-management/life-cycle/initiation/business-case)

    o Benefits
    o Risk
    o Technical Solutions
    o Timescale
    o Impact on Operations

    2. Identify best practices for information security and reasons / justifications for allocating

    resources (people, money, technologies) to implement security controls. You will find relevant

    best practices and justifications listed in the Executive Summaries and opening chapters of NIST

    SP 800-30, NIST SP 800-37, NIST SP 800-53, and the NIST Cybersecurity Framework. You may

    wish to discuss your recommendations in terms of timeframe for implementation: immediate,

    near-term (6 months?), medium term (12-18 months), within the next two years, etc. Keep in

    mind that there may need to be tradeoffs between time and money.

    3. Organize your recommendations to formulate your Risk Mitigation Strategy. At a minimum, this

    section should include a summary of the business problem (reduce risks related to information

    and IT systems and infrastructures), the benefits of implementing security controls, the general

    types of risks to be mitigated (focus on the CIA triad), and the policy, processes, and technical

    solutions being recommended.

    Write

    1. An introduction section which provides a brief introduction to the company and the information

    / information technology risks that it faces (you may reuse some of your narrative from Project

    #1 and/or Project #2). Your introduction should include a brief overview of the company’s

    business operations. Follow this with a description of the purpose and contents of this Risk

    Mitigation Strategy deliverable.

    2. A separate analysis section in which you present your Risk Profile. Start with a summary of your

    Risk Profile. You may reuse your introductory paragraph from Project #2 (revise if necessary)

    where you explained your risk profile (what information is contained in the table and what

    sources were used to obtain this information). Include a description of the process and

    documents used to construct the Risk Profile. Explain the benefits of using a risk profile to help

    manage risk. The citations and named documents in this paragraph will serve as citations and

    attributions for the contents of Table #1 (bring Table #1 Risk Profile forward from Project #2 and

    update if needed). Place Table #1 at the end of this section.

    3. A separate analysis section (Security Controls Profile) in which you present your Security Controls

    Profile. Provide an introductory paragraph that explains the security controls profile, e.g., what

    information is contained in the table and what sources were used to obtain this information.

    Describe the process and documents used to construct the Security Controls Profile.

    4. A separate section (Risk Mitigation Strategy) in which you present a high-level strategy for

    implementing the risk mitigations (security controls) presented earlier in this deliverable. This

    section should include a summary of the business problem (reduce risks related to information

    and IT systems and infrastructures), the general types of risks to be mitigated (focus on the CIA

    triad and summarize the risks you previously identified), the benefits of implementing security

    controls listed in your Security Controls Profile, and the policy, processes, and technical solutions

    being recommended for implementation (aligned to your Security Controls Profile).

    5. A separate Recommendations and Conclusions section which provides a summary of the

    information contained in this deliverable and presents your concluding statements regarding the

    business need and business benefits which support implementing your Risk Mitigation Strategy

    and the allocation of resources by the company.

    Submit Your Work for Grading and Feedback

    Before you submit your work, check the rubric (displayed in the Assignment Folder entry) to make sure

    that you have covered all required content including citations and references.

    Submit your work in MS Word format (.docx or .doc file) using the Project #3 Assignment in your

    assignment folder. (Attach the file.)

    Additional Information

    1. Your 8 to 10 page deliverable should be professional in appearance with consistent use of fonts,

    font sizes, colors, margins, etc. You should use headings and sub-headings to organize your

    paper. Use headings which correspond to the content rows in the rubric – this will make it easier

    for your instructor to find required content elements and will help you ensure that you have

    covered all required sections and content in your paper.

    2. The stated page length is a recommendation based upon the content requirements of the

    assignment. All pages submitted will be graded but, for the highest grades, your work must be

    clear, concise, and accurate. Exceeding the recommended length will not necessarily result in a

    higher grade. Shorter submissions may not fully meet the content requirements resulting in a

    lower grade.

    3. The INFA program requires that graduate students follow standard APA style guidance for both

    formatting and citing/reference sources. Your file submission must be in MS Word format

    (.docx). PDF, ODF, and other types of files are not acceptable.

    4. You must include a cover page with the course, the assignment title, your name, your

    instructor’s name, and the due date. Your reference list must be on a separate page at the end of

    your file. These pages do not count towards the assignment’s minimum page count.

    5. You are expected to write grammatically correct English in every assignment that you submit for

    grading. Do not turn in any work without (a) using spell check, (b) using grammar check, (c)

    verifying that your punctuation is correct and (d) reviewing your work for correct word usage

    and correctly structured sentences and paragraphs.

    6. You are expected to credit your sources using in-text citations and reference list entries. Both

    your citations and your reference list entries must follow APA Style guidance. Use of required

    readings from the course as sources is expected and encouraged. Where used, you must cite and

    provide references for these readings.

    7. When using Security and Privacy controls from NIST SP 800-53, you must use the exact

    numbering and names (titles) when referring to those controls. This information does not need

    to be treated as quotations. You may paraphrase or quote from the descriptions of the controls

    provided that you appropriately mark copied text (if any) and attach a citation for both quoted

    and paraphrased information.

    8. Consult the grading rubric for specific content and formatting requirements for this assignment.

    9. All work submitted to the Assignment Folder will be scanned by the Turn It In service. We use

    this service to help identify areas for improvement in student writing.

    Table 1. Risk Profile for [company]

    Risk ID Risk Title Description Risk Category Impact Level
    001 Unauthorized disclosure of

    customer information.
    Disclosure of or access to customer information must be
    restricted to authorized individuals with a need to know.
    Unauthorized disclosure or access could result in harm to
    customers and financial liabilities for the company.

    People Medium

    002
    003
    004
    005
    006
    007
    008
    009
    010
    011
    012
    013
    014
    015

    Table 2. Risk Mitigation Strategy Security Controls Profile

    Risk ID Risk Title Risk Mitigation Strategy CSF Category ID Security Controls
    001 Unauthorized disclosure of

    customer information.
    Implementation of role-based access controls
    will reduce the risk of unauthorized access to
    customer information by controlling which
    individuals are granted access to the systems
    and software used to collect, process,
    transmit, and store this information.

    PR.AC Identity
    Management,
    Authentication, and
    Access Control: PR.AC-4

    AC-3 (7) Access
    Enforcement | Role
    Based Access
    Control; AC-3 (11)
    Access
    Enforcement |
    Restrict Access to
    Specific
    Information Types

    002
    003
    004
    005
    006
    007
    008
    009
    010
    011
    012
    013
    014
    015

    – Project 3 – Risk Mitigation Strategy
    – Description
    – Review Guidance for Information Security Functions & Controls
    – Develop and Document Your Security Controls Profile
    – Submit Your Work for Grading and Feedback
    – Additional Information

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    – **Graduate Project should include an Introduction including your hypothesis statement; a complete literature review including studies relating to your topic; limitations of the studies and suggestions made in each study (see rubric); the methodology you used; and conclusions showing implications to the 21st-century workforce.  What recommendations would you make based on research?**

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