Security and Privacy Issues in Analytics

Security and Privacy Issues in Analytics 1
SECURITY AND PRIVACY ISSUES IN ANALYTICS
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Assessment Title: Security and Privacy Issues in Analytics

Security and Privacy Issues in Analytics 2
TABLE OF CONTENTS
1. Executive Summary 3
2. Introduction 4
2. Organisational Drivers for Dumnonia 4
3. Discussion of organisational drivers for Dumnonia and implementation of k anonymity 5
4. Technology Solution Assessment 6
5. Detailed assessment of the technologies for k-anonymity as a model for protecting privacy 7
6. K-anonymity Implementation Guide 9
7. Comparison of two publically available implementations 13
8. A guide for Dumnonia and k-anonymity to protect the privacy of organisational data 15
9. Conclusion 16
10. References 17

Security and Privacy Issues in Analytics 3
Executive Summary
Dumnonia is largest financial private company based in the streets of Meadow
Avomouth in the United Kingdom (UK). It is the leading company in the whole of Australia
offering insurance services to their customers and provides huge data information of various
types of insurance. Arguably, the company offers large data concerning the security threats of
leakage information that contains the analysis and security of the company. However, the
company also offers services such as the medical and other related issues problems with their
clients and their employees’ concerning the security of the company. The emerging issues in the
company include traditional security operations i.e. the firewalls, IDS, technological issues such
as the passwords, security corporations, the encryption, and software protection.
The study shows that the issues concerning the security protection of the company with
their data systems and management solutions by applying various mechanisms for large data
security. Consequently, big data tend to enlarge with the security of the unrestricted cloud that
are meant for offering the private infrastructures for the firewall perimeters and the marginalized
zones that are not significant in handling the security aspects of the company. The current
organization drivers for Dumnonia drivers have the basis on the cloud information technologies
that are using the set standards of initial piloting concerning the clouds AWS services. The
studies also show that Dumnonia shift happens in the cloud data system that requires other
means concerning the security aspects of the organization. The CEO corporate in the Dumnonia
Company makes use the applications k-anonymity in the IT systems on the basis of the mobile
gadgets.

Security and Privacy Issues in Analytics 4
Introduction
The security agencies of Dumnonia regarding the privacy issues of their huge data
analysis and privacy is mainly based on the challenges pertaining to the personal data. The
company should improve its systems for supporting huge data (Pearson, 2013). The SDN is
regarded as the emerging solution to the recent management with the mechanisms put in place
for addressing the dematerialized zone that aids in large data security systems. Therefore, dataset
management is beyond the powers of applying software systems for the purpose of capturing the
timely analytic data set. Dumnonia Company has implemented various methods of anonymity
with their data by maintaining they're statistical analytic concerning the data mining systems that
enable proper developments of the personalized models. Dumnonia Company concerns itself
regarding the privacy of the customers on the medical services, data records and offers a
guarantee to the assurance of their personal information records (Bygrave, 2014).
Organizational Drivers for Dumnonia
Dumnonia Company has the following drivers that make its operations effective:
strategy, support decision data operation, processes, administration/leadership, and Customer
response. Organizational drivers in Dumnonia Company are used as the measures in the business
processes of the organization. These drivers are termed for achieving the company goals.
According, to Shin (2010) the Company should run its premises Caradoc (Chief Executive
Officer-CEO) for proper implementation of the K- anonymity operations. The organization is
required to draw all the available data information and the management of the company has been
a success (Takabi, Joshi and Ahn, 2010). The CEO of the company has a greater insight
regarding the data Dumnonia company holds that enables the sharing with other organizations