<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-09-20T23:12:08Z</responseDate><request verb="GetRecord" identifier="oai:dspace.unza.zm:123456789/8044" metadataPrefix="dim">https://dspace.unza.zm/server/oai/request</request><GetRecord><record><header><identifier>oai:dspace.unza.zm:123456789/8044</identifier><datestamp>2023-07-06T10:53:11Z</datestamp><setSpec>com_123456789_18</setSpec><setSpec>col_123456789_91</setSpec></header><metadata><dim:dim xmlns:dim="http://www.dspace.org/xmlns/dspace/dim" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:doc="http://www.lyncode.com/xoai" xsi:schemaLocation="http://www.dspace.org/xmlns/dspace/dim http://www.dspace.org/schema/dim.xsd">
   <dim:field mdschema="dc" element="contributor" qualifier="author">Kangwa, Mukuka</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="accessioned">2023-07-06T08:53:05Z</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="available">2023-07-06T08:53:05Z</dim:field>
   <dim:field mdschema="dc" element="date" qualifier="issued">2023</dim:field>
   <dim:field mdschema="dc" element="description" lang="en">Thesis</dim:field>
   <dim:field mdschema="dc" element="description" qualifier="abstract" lang="en">The rapid adoption of electronic channels for the delivery of services by various service &#xd;
providers compels the consumers of these services to adapt. For one to be granted &#xd;
access to e-services, one must surrender part of their Personally Identifiable Information &#xd;
(PII) hence making their personal data susceptible to leakage. Despite several solutions &#xd;
being already in use to protect PII, data leakage persists. To enhance PII protection and &#xd;
user privacy, the research proposes employing Offline Data minimization and &#xd;
Pseudonymisation using physical and logical partitions implemented through a &#xd;
combination of hardware and software. The implementation includes the use of unique &#xd;
random pseudo-ID algorithm derived from the modification of the Request for &#xd;
Comment (RFC) time-based One Time Password (TOTP) standard RFC 6238. The &#xd;
random pseudo-ID can be used to transact online while preventing online profiling that &#xd;
is possible when using static pseudo-IDs. The Random ID generator algorithm can be &#xd;
used to trace the user of a given Random pseudo–ID. Data is most vulnerable to leakage &#xd;
when it is accessible via the Internet. The solution developed addressed the problem of &#xd;
PII data leakage by making sensitive data ‘offline’ to the internet. The methodology &#xd;
employed the Trusted Third Party (TTP) approach. This meant having a third party &#xd;
collecting PII from e-commerce users and confirming the KYC of users who would like &#xd;
to be granted access to e-commerce platforms hence preventing the spreading of &#xd;
aggregated PII across the cyber space. At the TTP, this was achieved by data &#xd;
Minimization of sensitive personal information and pseudonymization of information &#xd;
to be made available for online transactions. To keep the PII ‘Offline’, a multi-layered &#xd;
hardware approach was used; two microcontrollers were configured to create a buffer &#xd;
that ensured one-way traffic towards the online-sub system that held minimized &#xd;
pseudonymized data. To further restrict the amount of data that could flow from the &#xd;
offline system to the online system, the bandwidth between the microcontrollers was &#xd;
restricted to 9,600bps. Experiment results showed that the ‘offline’ system hosting the &#xd;
PII could not be accessed. Further, Random IDs were successfully generated to ensure &#xd;
privacy is maintained for users. &#xd;
Key words&#xd;
Personally Identifiable Information, Data Privacy, One Time Password, Data &#xd;
Protection, Time-based One Time Password, Firmware, and TOR</dim:field>
   <dim:field mdschema="dc" element="identifier" qualifier="uri">http://dspace.unza.zm/handle/123456789/8044</dim:field>
   <dim:field mdschema="dc" element="language" qualifier="iso" lang="en">en</dim:field>
   <dim:field mdschema="dc" element="publisher" lang="en">The University of Zambia</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en">Offline data minimization.</dim:field>
   <dim:field mdschema="dc" element="subject" lang="en">Online pseudonymisation.</dim:field>
   <dim:field mdschema="dc" element="title" lang="en">Prevention of personally identifiable information leakage in ecommerce using offline data minimization and online pseudonymisation.</dim:field>
   <dim:field mdschema="dc" element="type" lang="en">Thesis</dim:field>
</dim:dim></metadata></record></GetRecord></OAI-PMH>