Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Malpractice Detection in Examination Hall using Deep Learning Subject The topic of the resource deep learning; Feature extraction; Human monitoring; Malpractice detection; YOLO Description An account of the resource Various institutions administer tests at designated examination locations, chosen third-party and approved centers, and have established standards for installing CCTV cameras and conducting frisking under the supervision of designated personnel. Some institutions are using online proctoring, which enables students to take exams from any location. In all of the aforementioned scenarios, human monitoring is conducted, and maintaining a high level of vigilance may be challenging due to administrative oversight or intentional allowance of malpractice for personal gain. The malpractice detection may be attributed to acts like as plagiarism, unauthorized sharing of papers, and non-verbal communication. The study is conducted by capturing the dataset in the classroom of Christ University. The proposed approach is based on the YOLO framework. The movies are processed in real time to identify hand rotation, paper extraction, and classify the motion. The accuracy for the Head_right class is significantly higher than that of the Head_left class. The system is implemented using the programming language Python and has the potential for future expansion to provide real-time monitoring. 2024 IEEE. Creator An entity primarily responsible for making the resource Aruna S.K.; Madhumitha A.; Shanmugam S.K.; Thangavel S.K.; Chang M. Source A related resource from which the described resource is derived Proceedings - 2024 2nd International Conference on Inventive Computing and Informatics, ICICI 2024, pp. 286-291. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICICI62254.2024.00054" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICICI62254.2024.00054</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206000518&amp;doi=10.1109%2FICICI62254.2024.00054&amp;partnerID=40&amp;md5=621c8dff24fefd1f6d27ebb12a719188" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206000518&amp;doi=10.1109%2fICICI62254.2024.00054&amp;partnerID=40&amp;md5=621c8dff24fefd1f6d27ebb12a719188</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835037329-5 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Aruna S.K., CHRIST University, School of Engineering and Technology, Bangalore, Department of Computer Science and Engineering, India; Madhumitha A., CHRIST University, School of Engineering and Technology, Bangalore, Department of Computer Science and Engineering, India; Shanmugam S.K., Ashland University, Department of Mathematics and Computer Science, OH, United States; Thangavel S.K., Amrita Vishwa Vidyapeetham, Amrita School of Computing, Coimbatore, Department of Computer Science and Engineering, India; Chang M., Athabasca University, School of Computing Information and Systems, Canada