ERIC Number: ED654403
Record Type: Non-Journal
Publication Date: 2023
Pages: 14
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: N/A
A Framework of Universities' Smart Campus to Detect and Mitigate Vulnerabilities for IoT Devices
Mazlina Abdul Majid; Husnul Ajra; Mohammad Adam Ibrahim Fakhreldin; Md. Shohidul Islam; Khalid Adam Ismail Hammad
International Society for Technology, Education, and Science, Paper presented at the International Conference on Research in Education and Science (ICRES) (Cappadocia, Turkey, May 18-21, 2023)
One of the most persuasive technologies in developing universities' smart campus applications is the Internet of Things (IoT) technique. Deploying thousands of readily available devices connected to IoT systems by ignoring device vulnerabilities and threat strategies in smart campus infrastructure is exacerbating security challenges. Moreover, unreliable sensing, transmission, or processing of IoT devices, false observations, long delays, and data reports reveal the vulnerability of efficient smart campus infrastructure. Some transient errors or attacks also occur here due to many vulnerable device memory, processing power, soft errors, and battery imperfections. The need to overcome significant challenges, including advanced training-rich IoT devices, credible designers, reliability, scalability, interoperability, availability, and performance, has motivated our aim to implement intelligent platforms for university campuses. In this study, we propose an operational framework for smart campuses to detect and mitigate vulnerabilities aimed at processing a comprehensive security certification of IoT devices, including introducing a smart model for university campuses. We discuss challenges, detection, and mitigation of vulnerabilities associated with smart campuses. From the literature exploration, we found that machine learning and DNN are capable of being used to detect malicious behaviour and vulnerable sources. Thus, the proposed framework is expected to provide better security and be capable of meeting the compliance of existing university services. [For the full proceedings, see ED654100.]
Descriptors: Educational Technology, Technology Uses in Education, Computer Security, Technological Literacy, Higher Education, Models, Artificial Intelligence, Equipment
International Society for Technology, Education, and Science. 944 Maysey Drive, San Antonio, TX 78227. Tel: 515-294-1075; Fax: 515-294-1003; email: istesoffice@gmail.com; Web site: http://www.istes.org
Publication Type: Speeches/Meeting Papers; Reports - Descriptive
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A