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A Multimodal Framework for Real-Time Detection of Computer-Based Test Malpractice in Nigeria’s Unified Tertiary Matriculation Examination: A Simulation-Based Feasibility Study

BackgroundNigeria's Unified Tertiary Matriculation Examination (UTME), a national computer-based test since 2015, is the admission gateway for nearly two million candidates each year.Integrity failures persist and are now technical rather than clerical.In May 2025, the Joint Admissions and Matriculation Board (JAMB) admitted that faulty server updates corrupted the responses of 379,997 candidates across 157 centres, forcing a national resit.In the same cycle, the West African Examinations Council (WAEC) withheld 192,089 results over suspected malpractice.JAMB also confirmed technologyassisted …

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Source	OpenAlex research
Collection	International records
Kind	Document
Publisher	Cureus Journal of Computer Science.
Date	2026-09-10
Type	article
Details	openalex authorships.countries:NG,primary topic.subfield.id:3320\|3321\|3308\|1202\|3303\|3312\|2002\|2000\|2003 + local /\bnige
Found at	https://doi.org/10.7759/s44389-026-00273-x
Archived copy	Look it up in the Wayback Machine
Record ID	`openalex:W7212188813`

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A Multimodal Framework for Real-Time Detection of Computer-Based Test Malpractice in Nigeria’s Unified Tertiary Matriculation Examination: A Simulation-Based Feasibility Study. OpenAlex research, 2026. Vero Archive, record openalex:W7212188813.