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abstract: Phishing is a form of online fraud where a spoofed website tries to gain access to user's sensitive information by tricking the user into believing that it is a benign website. There are several solutions to detect phishing attacks such as educating users, using blacklists or extracting phishing characteristics found to exist in phishing attacks. In this thesis, we analyze approaches that extract features from phishing websites and train classification models with extracted feature set to classify phishing websites. We create an exhaustive list of all features used in these approaches and categorize them into 6 broader categories and 33 finer categories. We extract 59 features from the URL, URL redirects, hosting domain (WHOIS and DNS records) and popularity of the website and analyze their robustness in classifying a phishing website. Our emphasis is on determining the predictive performance of robust features. We evaluate the classification accuracy when using the entire feature set and when URL features or site popularity features are excluded from the feature set and show how our approach can be used to effectively predict specific types of phishing attacks such as shortened URLs and randomized URLs. Using both decision table classifiers and neural network classifiers, our results indicate that robust features seem to have enough predictive power to be used in practice. / Dissertation/Thesis / Masters Thesis Computer Science 2017

A website with a good e-commerce design will positively influence a customer’s attitude, strengthen the trust of the customers towards the organisation, increase the satisfaction of the customer, draw consumers, and bring forth purchases/repeat purchases from them. The purpose of this study was to determine viable e-commerce opportunities for the Ficksburg Cherry Festival website. The study endeavoured to ascertain how the Ficksburg Cherry Festival could improve its website by identifying e-commerce opportunities for the Ficksburg Cherry Festival website. In this study a non-random self-administered survey approach was used where attendees were intercepted at the venue of the Ficksburg Cherry Festival and the exhibitors in their stalls. The existing Ficksburg Cherry Festival website was analysed for e-commerce features that are present and opportunities for further implementation of e-commerce features were identified with help from the attendees and exhibitors. The findings of this study presented a demographic profile and attendance characteristics of both the attendees and exhibitors, which the management team of the Ficksburg Cherry Festival can use to better market the festival using traditional and online communication for both attendees and exhibitors. The recommendations will assist the management of the festival to improve the website and to progress from a straightforward information-only website to a fully-developed e-commerce site, with positive effects for all the stakeholders. Similar South African festivals could find the research findings and recommendations of value for their own website development as well. / Business Management / M. Com. (Business Management)

A website with a good e-commerce design will positively influence a customer’s attitude, strengthen the trust of the customers towards the organisation, increase the satisfaction of the customer, draw consumers, and bring forth purchases/repeat purchases from them. The purpose of this study was to determine viable e-commerce opportunities for the Ficksburg Cherry Festival website. The study endeavoured to ascertain how the Ficksburg Cherry Festival could improve its website by identifying e-commerce opportunities for the Ficksburg Cherry Festival website. In this study a non-random self-administered survey approach was used where attendees were intercepted at the venue of the Ficksburg Cherry Festival and the exhibitors in their stalls. The existing Ficksburg Cherry Festival website was analysed for e-commerce features that are present and opportunities for further implementation of e-commerce features were identified with help from the attendees and exhibitors. The findings of this study presented a demographic profile and attendance characteristics of both the attendees and exhibitors, which the management team of the Ficksburg Cherry Festival can use to better market the festival using traditional and online communication for both attendees and exhibitors. The recommendations will assist the management of the festival to improve the website and to progress from a straightforward information-only website to a fully-developed e-commerce site, with positive effects for all the stakeholders. Similar South African festivals could find the research findings and recommendations of value for their own website development as well. / Business Management / M. Com. (Business Management)