Machine learning (ML) techniques have been successfully applied to a wide array of applications. This dissertation aims to take application data handling into account when developing ML-based solutions for real-world problems through a holistic framework. To demonstrate the generality of our framework, we consider two real-world applications: spam…

Technology is advancing and metaverse is gaining popularity. The magic of metaverse is beyond our imagination. In simple terms, the metaverse refers to a virtual shared space that exists online, where people can interact, socialise, work, and play using digital avatars, just like they do in the real world. It is a combination of virtual reality,…

Although there have been numerous technological advancements in the last several years, there continues to be a real threat as it pertains to social engineering, especially phishing, spear-phishing, and Business Email Compromise (BEC). While the technologies to protect corporate employees and network borders have gotten better, there are still…

Globally, many complex issues, like the ageing population and health inequalities, require attention. People are experimenting to combat these issues in their local contexts through bigger or smaller networks; however, much of the knowledge about these initiatives remains localised and elitist and omits the voices and perspectives of citizens.…

In times of increasing civil unrest and displacement, ensuring the continuity of education necessitates innovative solutions. This article advocates for the use of data-free applications to prevent educational exclusion. It examines the challenges faced by displaced and marginalised students, including disrupted educational infrastructure, limited…

Information Communication Technology (ICT) is ubiquitous in the 21st century, hence both educators and learners need to integrate relevant ICT resources in their teaching and learning practices, to meet stakeholder's expectations and keep abreast with the race of technological advancement. The current research focuses on the analysis of ICT…