Intrusion Detection Systems (IDS) are indispensable for cybersecurity, as they safeguard networks from increasingly sophisticated and sophisticated cyberattacks. This paper assesses the influence of dataset balancing on the performance of machine learning-based IDS, thereby addressing the challenge of imbalanced data in detecting network intrusions

Working from home or teleworking has become a common practice for most office employees during certain special situations such as pandemic. One of the challenges faced by employers, however, is monitoring workers who are working from home. Webcam, live video feed, or mobile phone tracking deemed to be intrusive. Therefore, in this work, a non-intru

RBB Enterprise demonstrates a commitment to corporate responsibility by embracing a mission to improve human welfare across its vast industrial sector. By integrating principles of responsibility, morality, and empathy, the organisation fosters a culture of empowerment that prioritises the welfare of its employees and the broader society. Commencin

This project explores the transformative role of the Communiversity initiative under the Knowledge Transfer Project (KTP-RIGS) IIUM in empowering the disabled community through modern agriculture. Rooted in the Islamic concept of Rahmatan lil-Alamin (Mercy to all creation), the project seeks to bridge the gap between academic knowledge and societal

Inflammatory myofibroblastic tumour (IMT) is a rare tumour with intermediate malignant potential and unclear aetiology. In most cases, the clinical presentation is non-specific. The liver and lung are the most common location for IMT in children, and mediastinum is an uncommon place. Symptoms vary depending on the location of IMT, thus making a def

تتجلّى في اللغة الملايوية ظاهرة استخدام الألفاظ والمصطلاحات الملايوية المقترضة من اللغة العربية في الحياة اليومية؛ لأنها كثيرة ومن السهل كشفها ومعرفتها لدى المتحدث باللغة العربية، وإن جهل ب

تتجلّى في اللغة الملايوية ظاهرة استخدام الألفاظ والمصطلاحات الملايوية المقترضة من اللغة العربية في الحياة اليومية؛ لأنها كثيرة ومن السهل كشفها ومعرفتها لدى المتحدث باللغة العربية، وإن جهل ب

This study examines the anti-corruption movement's effect on state officials' asset reporting in Indonesia and China. The purpose of this study is to explore the impact of asset reporting on the level of corruption in Indonesia and compare the impact of asset disclosure on the level of corruption in China. The method used in this study is t

Breast cancer is considered one of the most common cancers all over the world. A huge effort has been spent to create a safe and a cost effective breast cancer treatment. All of these features exist in the plants sources. In this study, the effect of local plant, Premna serratifolia (Bebuas) against MCF-7 cells (human breast adenocarcinoma) was det

Gelidium spinosum is an edible red seaweed from the family Gelidiaceae with possibility to be developed. The potential medical benefits of G. spinosum have been established, yet adequate empirical research on its toxicity is still lacking. Hence, the present work was aimed to examine the toxicity of G. spinosum methanol extract (GsME) on zebrafish