A Systematic Review on Deep Learning-Based Indirect Attack Detection for Liveness Detection in Multimodal Biometric Systems and Applications
A systematic review of deep learning and machine learning based techniques for liveness
detection in multimodal biometric systems is conducted, with a particular focus on indirect …
detection in multimodal biometric systems is conducted, with a particular focus on indirect …
Deep Learning for Biometric Attack Detection and Recognition
MM Khan, AC Sen, OP Singh, JK Chaudhary… - … Conference on Recent …, 2023 - Springer
Integration of biometric systems is essential for developing effective security and
authentication strategies. These systems are nevertheless vulnerable to presentation …
authentication strategies. These systems are nevertheless vulnerable to presentation …
AttackNet: Enhancing biometric security via tailored convolutional neural network architectures for liveness detection
Biometric security is the cornerstone of modern identity verification and authentication
systems, where the integrity and reliability of biometric samples is of paramount importance …
systems, where the integrity and reliability of biometric samples is of paramount importance …
Cross-Database Liveness Detection: Insights from Comparative Biometric Analysis
In an era where biometric security serves as a keystone of modern identity verification
systems, ensuring the authenticity of these biometric samples is paramount. Liveness …
systems, ensuring the authenticity of these biometric samples is paramount. Liveness …
A contemporary survey of multimodal presentation attack detection techniques: challenges and opportunities
Biometric recognition is a broad and dynamic field of research but the main problem of this
field is spoofing attack or presentation attack “use of fake biometric in place of the real …
field is spoofing attack or presentation attack “use of fake biometric in place of the real …
Advanced Techniques for Biometric Authentication: Leveraging Deep Learning and Explainable AI
Liveness face detection is essential for modern biometric systems, ensuring that input data is
genuine and not derived from a false image or video. Liveness face detection in today's …
genuine and not derived from a false image or video. Liveness face detection in today's …
Transformers and generative adversarial networks for liveness detection in multitarget fingerprint sensors
Fingerprint-based biometric systems have grown rapidly as they are used for various
applications including mobile payments, international border security, and financial …
applications including mobile payments, international border security, and financial …
[HTML][HTML] Feature-level fusion of face and speech based multimodal biometric attendance system with liveness detection
K Jha, A Jain, S Srivastava - AIP Advances, 2024 - pubs.aip.org
The rapid growth of deep learning and the Internet of Things has spurred the need for
touchless biometric systems in areas where cleanliness and non-intrusive user interaction …
touchless biometric systems in areas where cleanliness and non-intrusive user interaction …
A contemporary survey of unimodal liveness detection techniques: Challenges & opportunities
Biometric recognition is an extensive and energizing field of research but spoofing attacks,"
a deceiver pretense as an authorized user by reproducing the biometrics of the original …
a deceiver pretense as an authorized user by reproducing the biometrics of the original …
Spatio-temporal texture features for presentation attack detection in biometric systems
Spatio-temporal information is valuable as a discriminative cue for presentation attack
detection, where the temporal texture changes and fine-grained motions (such as eye …
detection, where the temporal texture changes and fine-grained motions (such as eye …