Empirical Study of Face Authentication Systems Under OSNFD Attacks - 2018


Face authentication has been widely available on smartphones, tablets, and laptops. As various personal pictures are published in on-line social networks (OSNs), OSN-based facial disclosure (OSNFD) creates significant threat against face authentication. We build the primary try to quantitatively measure OSNFD threat to real-world face authentication systems on smartphones, tablets, and laptops. Our results show that the proportion of vulnerable users that are subject to spoofing attacks is high, that is about sixty four percent for laptop users, and ninety three percent smartphone/tablet users. We tend to investigate liveness detection ways in the important-world face authentication systems against OSNFD threat. We discover that below protection of liveness detection, the proportion of vulnerable pictures is eighteen.eight p.c, however the proportion of vulnerable users is as high as seventy three.three p.c. This proof suggests that the current face authentication systems are not sturdy enough beneath OSNFD attacks. Finally, we develop a risk estimation tool primarily based on logistic regression, and analyze the impacts of key attributes of facial pictures on the OSNFD risk. Our statistical analysis reveals that the foremost influential attributes of facial pictures are image resolution, facial makeup, occluded eyes, and illumination. This tool can be used to evaluate OSNFD risk for OSN pictures to extend users' awareness of OSNFD.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Beyond Empirical Models: Pattern Formation Driven Placement of UAV Base Stations - 2018ABSTRACT:This Project considers the location of unmanned aerial vehicle base stations (UAV-BSs) with criterion of minimum UAV-recall-frequency
PROJECT TITLE :Shadow Attacks Based on Password Reuses: A Quantitative Empirical Analysis - 2018ABSTRACT:With the proliferation of internet sites, the protection level of password-protected accounts is now not purely determined
PROJECT TITLE :Implementation of Empirical Mode Decomposition Based Algorithm for Shunt Active Filter - 2017ABSTRACT:In this paper, an on-line empirical mode decomposition (EMD) based mostly algorithm is proposed for the management
PROJECT TITLE : Empirical Analysis and Validation of Security Alerts Filtering Techniques - 2017 ABSTRACT: System directors address security incidents through a variety of monitors, like intrusion detection systems, event logs,
PROJECT TITLE :An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm EvaluationABSTRACT:Although agreement between the annotators who mark feature locations inside images has been studied within the

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry