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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: June 2026
Volume 11 | Issue 6
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Impact Factor : 8.14
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| Paper Title: | AI-Driven Automated Proctoring System for Secure Online Examinations |
| Authors Name: | Ravada Venkat , purini pramodh mahajan , rapolu chandraiah , ms.s.Lavanya |
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IJRTI_210252
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| Published Paper Id: | IJRTI2605104 |
| Published In: | Volume 11 Issue 5, May-2026 |
| DOI: | |
| Abstract: | Online examinations are widely used today, but preventing cheating is still a major challenge. Most existing online exam systems use basic webcam monitoring such as face detection and simple rule-based checks. These methods often generate false cheating alerts and do not provide clear reasons for their decisions. In addition, many systems do not properly monitor browser misuse or protect student privacy. To overcome these limitations, this project proposes a “Smart Online Examination System with AI Proctoring”. The system continuously monitors student behavior instead of checking only single events. It calculates a cheating risk score based on repeated actions like looking away, face absence, and tab switching. The system uses multifactor monitoring by combining webcam analysis with real-time browser and screen activity tracking. Object detection is used to identify unauthorized items such as mobile phones. An Explainable AI approach is included to clearly show why a student is flagged as suspicious. Important exam events are stored securely using tamper-proof logging techniques. The system also follows a privacy-aware approach by processing sensitive data locally. Overall, the proposed system provides a more accurate, secure, and transparent online examination solution. |
| Keywords: | AI proctoring, online examination system, cheating detection, computer vision, face and eye tracking, behavior analysis, browser and screen monitoring, explainable artificial intelligence (XAI), real-time monitoring, multi-factor proctoring, privacy-aware security, and secure examination environment. |
| Cite Article: | "AI-Driven Automated Proctoring System for Secure Online Examinations", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 5, page no.b19-b23, May-2026, Available :http://www.ijrti.org/papers/IJRTI2605104.pdf |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2605104
Registration ID:210252
Published In: Volume 11 Issue 5, May-2026
DOI (Digital Object Identifier):
Page No: b19-b23 Country: trichy, tamilnadu, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2605104 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2605104 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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