Authors :
Hira Khalid
Volume/Issue :
Volume 9 - 2024, Issue 1 - January
Google Scholar :
http://tinyurl.com/yevncr85
Scribd :
http://tinyurl.com/5n7cs4kf
DOI :
https://doi.org/10.5281/zenodo.10696621
Abstract :
With the growing technology, various kinds of
frauds are becoming so common, especially in the
domain like face detection and other biometric systems.
Additionally, it is hard for the service providers to keep
data’s privacy. Moreover, it is required to protect the
system from spoofing. Hackers could use fake-eyes,
snaps for face identification to get themselves
authenticated. These face recognitions could also be done
by face detection by video streaming and by capturing
specific moments of any individual. Also, these types of
frauds could be done easily as our systems are unable to
detect the real-life face and face extracted from photos
and videos. Additionally, these photos and videos would
be freely available by Internet and other sources. Now-a-
days, many ideas are implemented for the detection of
face liveness for the purpose of authentication. The
paper will represent innovative detection of faces by the
use of features’ fusion by using machine learning
classifiers.
Keywords :
Face Detection, Artificial Intelligence, Classification, Feature Extraction.
With the growing technology, various kinds of
frauds are becoming so common, especially in the
domain like face detection and other biometric systems.
Additionally, it is hard for the service providers to keep
data’s privacy. Moreover, it is required to protect the
system from spoofing. Hackers could use fake-eyes,
snaps for face identification to get themselves
authenticated. These face recognitions could also be done
by face detection by video streaming and by capturing
specific moments of any individual. Also, these types of
frauds could be done easily as our systems are unable to
detect the real-life face and face extracted from photos
and videos. Additionally, these photos and videos would
be freely available by Internet and other sources. Now-a-
days, many ideas are implemented for the detection of
face liveness for the purpose of authentication. The
paper will represent innovative detection of faces by the
use of features’ fusion by using machine learning
classifiers.
Keywords :
Face Detection, Artificial Intelligence, Classification, Feature Extraction.
