A Face Recognition and Eye-Blink Detection Ap...

A Face Recognition and Eye-Blink Detection Approach for Secure Online Exams

Author Name : Rehna R S, B K Lekshmi, Chandana S, Jini Gladson Farzana R A

DOI: https://doi.org/10.56025/IJARESM.2025.1309250014

ABSTRACT Ensuring the security of online examinations is essential in modern e-learning. This paper introduces an intelligent proctoring system that leverages facial recognition and machine learning for precise identity verification. During registration, facial detection and feature encoding are performed using Dlib’s deep learning-based ResNet model with HOG and SVM for reliable authentication.