Journal of Information Technology, Cybersecurity, and Artificial Intelligence
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Enhancing Cloud Security through Intrusion Detection: A Comprehensive Study Using the ISOT-CID Dataset
Get PDFCloud computing has revolutionized data management, offering unparalleled scalability, flexibility, and efficiency. However, its open and multi-tenant nature introduces significant security vulnerabilities, making it an attractive target for cyber threats. Intrusion Detection Systems (IDS) tailored for cloud environments are essential in mitigating these risks. Despite various IDS models, benchmarking datasets representing realistic cloud environments is a substantial limitation. This study utilizes the ISOT Cloud Intrusion Detection Benchmark Dataset (ISOT-CID), a publicly available dataset featuring a range of network and application layer attacks collected from a real production cloud environment. The research explores the dataset\u27s structure, analyzes attack patterns, and evaluates IDS models\u27 performance to provide actionable insights for enhancing cloud security. This work contributes to the field by presenting a systematic analysis of ISOT-CID, identifying effective IDS models, and proposing improvements for future cloud intrusion detection research.
Cloud Computing: Evolution, Challenges, and Future Prospects
Get PDFCloud computing has redefined how individuals and organizations interact with computational resources. Providing scalable, flexible, and cost-efficient solutions has become a cornerstone of digital transformation in various sectors, including healthcare, education, finance, and artificial Intelligence. This paper examines the evolution of cloud computing, its architecture, service delivery models, benefits, challenges, and emerging trends. It also highlights critical aspects of cloud adoption and the implications of recent technological advancements. The study utilizes authentic sources to offer a holistic view of cloud computing\u27s current and future trajectory
MageMemo
Get PDFThis paper presents MageMemo, an innovative productivity tool that integrates gamification and fantasy storytelling to enhance user engagement in task management. Traditional productivity applications often struggle to sustain long-term user interest, decreasing effectiveness over time. MageMemo addresses this challenge by creating a captivating experience where users earn achievements, level up, and uncover an unfolding narrative as they complete real-life tasks. By combining principles of Human-Computer Interaction (HCI) with a compelling fantasy theme, MageMemo offers a novel approach to improving productivity and motivation. Outlined are the design methodology, technical implementation, and evaluation metrics employed in the development of MageMemo, providing insights into its progression and potential to revolutionize how people use task management applications
The Impact of Generative AI on Student Engagement and Ethics in Higher Education
Get PDFThe rapid adoption of Artificial Intelligence (AI) in higher education is reshaping students’ learning experiences, with tools such as ChatGPT, Grammarly, and Microsoft Copilot becoming integral to academic work. This study, informed by data from the Digital Education Council Global AI Student Survey 2024, examines the impact of AI on students, focusing on usage patterns, trust in AI-generated content, ethical awareness, and expectations for institutional support. Findings indicate that 86% of students use AI for various academic tasks, with a majority expressing concerns about trust, fairness, and over-reliance on AI. While students value AI’s benefits, only 5% are fully aware of institutional guidelines on AI use, and 72% desire more AI literacy courses, reflecting a significant need for comprehensive support in navigating AI responsibly. The study underscores the importance of clear ethical guidelines, faculty training, and student involvement in AI policy formation to foster responsible AI use and preserve academic integrity. These insights offer valuable guidance for educators and policymakers seeking to integrate AI ethically and effectively into higher education
Digital Crimes and Digital Terrorism: The New Frontier of Threats in Cyberspace
Get PDFThis paper explores the rise of digital crimes and digital terrorism as emerging threats that exploit cyberspace to conduct illegal activities, impact society, and compromise individuals’ privacy and security. With a growing dependency on digital platforms, these crimes have become more complex, highlighting the need for strengthened security measures, regulatory frameworks, and coordinated global efforts to address these issues