Implementation of the pHash algorithm for face recognition in a secured remote online examination system

In the rapidly growing learning environment, the remote online examination is the most common and efficient way of a candidate’s assessment. But the online assessment systems have stakes associated with them and so their security is a major concern. There are different types of security threats associated with them like content theft, examinee cheating or copying, someone else taking the exam on behalf of the examinee. Therefore it’s important to curb these threats to make these systems more reliable and credible. This paper presents a web-based online examination system which uses a novel pHash algorithm for enhanced security to perform automated verification of the identity of the examinee by capturing a snapshot of him before the exam starts. The system will make automated image comparisons between the registered image of the student and the sudden multi snapshots taken during the duration of the test that would reduce the probability of identity theft.

[1]  G. Sandri,et al.  Resveratrol-loaded solid lipid nanoparticles versus nanostructured lipid carriers: evaluation of antioxidant potential for dermal applications , 2012, International journal of nanomedicine.

[2]  Narendra Ahuja,et al.  Detecting Faces in Images: A Survey , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Ayham Fayyoumi,et al.  Novel Solution Based on Face Recognition to Address Identity Theft and Cheating in Online Examination Systems , 2014, IOT 2014.

[4]  Z. Ge,et al.  Nanostructured Lipid Carriers Improve Skin Permeation and Chemical Stability of Idebenone , 2012, AAPS PharmSciTech.

[5]  Bandar Baru Bangi,et al.  Effect of compositions in nanostructured lipid carriers (NLC) on skin hydration and occlusion , 2012, International journal of nanomedicine.

[6]  K. Mäder,et al.  Solid lipid nanoparticles: production, characterization and applications. , 2001, Advanced drug delivery reviews.

[7]  R. Baxter,et al.  Anti‐aging properties of resveratrol: review and report of a potent new antioxidant skin care formulation , 2008, Journal of cosmetic dermatology.

[8]  Robert Gniadecki,et al.  Skin aging and natural photoprotection. , 2004, Micron.

[9]  Z. Khanam,et al.  Evaluating the Effectiveness of Test Driven Development : Advantages and Pitfalls , 2017 .

[11]  S.A.M. Rizvi,et al.  Aspectual Analysis of Legacy Systems: Code Smells and Transformations in C , 2013 .

[12]  Špela Zupančič,et al.  Stability and solubility of trans-resveratrol are strongly influenced by pH and temperature. , 2015, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[13]  Surajit Das,et al.  Recent Advances in Lipid Nanoparticle Formulations with Solid Matrix for Oral Drug Delivery , 2011, AAPS PharmSciTech.

[14]  Zeba Khanam,et al.  A methodology for refactoring legacy code , 2011, 2011 3rd International Conference on Electronics Computer Technology.

[15]  Kazimierz Kowalski,et al.  Continuous Biometric User Authentication in Online Examinations , 2010, 2010 Seventh International Conference on Information Technology: New Generations.

[16]  A. Neves,et al.  Novel resveratrol nanodelivery systems based on lipid nanoparticles to enhance its oral bioavailability , 2013, International journal of nanomedicine.

[17]  Pilar Ventosa-Andrés,et al.  DRUG SOLUBILITY : IMPORTANCE AND ENHANCEMENT TECHNIQUES , 2016 .

[18]  Erik Hjelmås Feature-Based Face Recognition , 2000 .

[19]  H. Mukhtar,et al.  The grape antioxidant resveratrol for skin disorders: promise, prospects, and challenges. , 2011, Archives of biochemistry and biophysics.

[20]  D. Setyawan,et al.  PHYSICAL CHARACTERIZATION OF BEESWAX AND GLYCERYL MONOSTEARAT BINARY SYSTEM TO PREDICT CHARACTERISTICS OF SOLID LIPID NANOPARTICLE (SLN) LOADED PARA METHOXY CINNAMIC ACID (PMCA) , 2014 .

[21]  Christoph Zauner,et al.  Implementation and Benchmarking of Perceptual Image Hash Functions , 2010 .

[22]  Shenglin Yang,et al.  A secure fingerprint matching technique , 2003, WBMA '03.

[23]  N. Puizina-Ivic,et al.  Skin aging. , 2008, Acta dermatovenerologica Alpina, Pannonica, et Adriatica.

[24]  M. Mani Roja,et al.  Face recognition using discrete cosine transform for global and local features , 2011, 2011 INTERNATIONAL CONFERENCE ON RECENT ADVANCEMENTS IN ELECTRICAL, ELECTRONICS AND CONTROL ENGINEERING.