Create an incident response and recovery plan

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Reference no: EM133868091 , Length: word count:1200

Data Security and Ethics

Generative AI: Data Governance, Privacy, and Federated Learning

Task
Write a 1200-word report analyzing data governance, privacy, and security for your chosen company, using Generative AI (like ChatGPT or Claude) as a research tool.

Assessment Overview
In this assessment, you will create a comprehensive plan for ethical data collection, governance, and privacy management for a company of your choice. Your plan should address ethical data handling and collection, the role of federated learning in enhancing data security (supposing that you were dealing with data related to innovation), and a detailed privacy response plan in the event of a data breach.
The purpose of this assessment is to demonstrate your understanding of privacy laws, ethical considerations in data handling, and the application of federated learning to ensure privacy and accuracy in data usage. Get online assignment help now!

Assessment Instructions
As a data privacy and governance consultant for your chosen company, you are tasked with developing a comprehensive data privacy strategy. The company requires you to:
Propose an ethical data collection plan that complies with privacy laws.
Create an Incident Response and Recovery Plan for dealing with data breaches, ensuring compliance with regulations such as GDPR.
In your report, you must balance the company's goals of innovation and personalisation with the ethical obligation to protect sensitive user data. Additionally, you need to assess how the company can maintain data accuracy and service quality while using decentralised technologies like federated learning.

Given your chosen company/industry, use AI tools to research and gather information about:
Data privacy best practices
Industry-specific challenges
Regulatory requirements
Security frameworks
Document all your AI interactions in an appendix, including:
The exact prompts you used
AI responses
Brief notes on how you used these insights
Write your report based on your analysis and understanding. Your report should:
Apply insights from AI research to your specific company
Demonstrate your understanding of course concepts
Show critical thinking in how you adapt general principles to your company's context

Effective vs. Ineffective AI Prompts

"Write a data privacy plan"
"Give me a data breach response plan"
"Tell me about GDPR"
"Write my report about data security"
These prompts ask AI to write your content instead of helping you research and think.

Good Prompts:

"What are the key GDPR requirements that would affect a retail company operating in Europe?"
"What are common data collection challenges in the healthcare industry?"
"List potential privacy risks specific to mobile banking applications"
"Compare federated learning vs traditional machine learning for protecting customer data"
"What are industry best practices for communicating data breaches to stakeholders?"
These prompts help you gather specific information that you can analyze and apply to your company.

Part A: Ethical Data Collection Plan (550 words 12 marks)
Develop a plan for ethically collecting data for your chosen company. Use your thinking and knowledge, and refer to concepts taught in class, to ensure that the plan relates specifically to your company's operations. The plan must focus on the following areas:
Key ethical issues that may arise in data collection, such as informed consent, user anonymity, and transparency.
The methods to ensure data accuracy, completeness, and reliability while maintaining user trust and compliance with ethical standards.
An explanation how your plan complies with relevant privacy laws (e.g., GDPR)

Part B: Incident, Response, and Recovery Plan (650 words )
Imagine there was a data breach in your chosen company. Create an Incident Response and Recovery Plan that outlines the actions a company should take in the event of a data breach. Use your thinking and knowledge, and refer to concepts taught in class, to ensure that the plan relates specifically to your company's operations. The plan must include:
A step-by-step incident response, including internal and external notifications, containment strategies, and damage assessment.
Discussion on how to communicate the breach to stakeholders, including customers, employees, and regulators, while maintaining transparency and trust.
Discussion on what recent technologies can be used to keep data private and yet enable analysis. Use Federated Learning to inform this discussion.

Part C: Appendix - Generative AI Interaction
In your submission include an appendix, not counted towards the word limit, with:
All your prompts
The responses from Generative AI
Brief explanation (300 words) of how you used/modified the AI insights

Part D: References, structure, and formatting
Ensure that your report is properly formatted with consistency in font type and font sizes, clearly distinguishing titles and paragraphs. Include:
A minimum of five references in Harvard referencing style, including proper in-text citations
Easy to follow, professional structure and formatting

Reference no: EM133868091

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