Results 21 to 30 of about 679 (248)

Adversarial attacks on fingerprint liveness detection

open access: yesEURASIP Journal on Image and Video Processing, 2020
Deep neural networks are vulnerable to adversarial samples, posing potential threats to the applications deployed with deep learning models in practical conditions.
Jianwei Fei   +3 more
doaj   +1 more source

Research on Iris Liveness Detection Algorithm Based on Convolutional Neural Network [PDF]

open access: yesJisuanji gongcheng, 2016
In view of iris liveness detection of feature extraction,this paper proposes an iris liveness detection algorithm based on deep Convolutional Neural Network(CNN).Three modes of iris regions including normalization,block normalization and cutting directly
LI Zhiming
doaj   +1 more source

Interactive Liveness Detection Algorithm for VTM [PDF]

open access: yesJisuanji gongcheng, 2019
In order to improve the recognition rate and security of the Video Teller Machine(VTM) face recognition login system,an interactive liveness detection algorithm that combines improved blink detection,background detection and random combined action ...
MA Yuxi,TAN Li,DONG Xu,YU Chongchong
doaj   +1 more source

Uniform Local Binary Pattern for Fingerprint Liveness Detection in the Gaussian Pyramid

open access: yesJournal of Electrical and Computer Engineering, 2018
Fingerprint recognition schemas are widely used in our daily life, such as Door Security, Identification, and Phone Verification. However, the existing problem is that fingerprint recognition systems are easily tricked by fake fingerprints for ...
Yujia Jiang, Xin Liu
doaj   +1 more source

Detection of Iris Presentation Attacks Using Hybridization of Discrete Cosine Transform and Haar Transform With Machine Learning Classifiers and Ensembles

open access: yesIEEE Access, 2021
Iris biometric identification allows for contactless authentication, which helps to avoid the transmission of diseases like COVID-19. Biometric systems become unstable and hazardous due to spoofing attacks involving contact lenses, replayed video ...
Smita Khade   +4 more
doaj   +1 more source

Feature Generation-Based Fingerprint Liveness Detection: A Novel Multimodal Approach

open access: yesIEEE Access
Fingerprint liveness detection is an emerging security solution that distinguishes between spoofed fingerprints and genuine fingerprints. Its importance increases because of the availability of cheap spoofing materials for fingerprints.
B. R. Rajakumar, S. Amala Shanthi
doaj   +1 more source

A Score-Level Fusion of Fingerprint Matching With Fingerprint Liveness Detection

open access: yesIEEE Access, 2020
Fingerprint-based recognition is widely deployed in different domains. However, the traditional fingerprint recognition systems are vulnerable to presentation attack, which utilizes an artificial replica of the fingerprint to deceive the sensors. In such
Yongliang Zhang   +5 more
doaj   +1 more source

Multi-cue fusion face liveness detection based on fine-tuning strategy [PDF]

open access: yesJisuanji gongcheng, 2019
To solve the security problems such as print attacks and video replay attacks that may occur during the authentication process,a multi-cue fusion method for detecting human faces is proposed.The pyramid Lucas-Kanade(LK) optical flow is used to track the ...
HU Fei,WEN Chang,XIE Kai,HE Jianbiao
doaj   +1 more source

A Behavioral-Based Fingerprint Liveness and Willingness Detection System

open access: yesApplied Sciences, 2022
Fingerprints have been used for decades to verify the identity of an individual for various security reasons. Attackers have developed many approaches to deceive a fingerprint verification system, ranging from the sensor level, where gummy fingers are ...
Abdulaziz Almehmadi
doaj   +1 more source

The Effectiveness of Depth Data in Liveness Face Authentication Using 3D Sensor Cameras

open access: yesSensors, 2019
Even though biometric technology increases the security of systems that use it, they are prone to spoof attacks where attempts of fraudulent biometrics are used.
Ghazel Albakri, Sharifa Alghowinem
doaj   +1 more source

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