# Deep learning techniques for biometric security: A systematic review of presentation attack detection systems

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deep-learning-techniques-for-biometric-security-a-systematic-review-of/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Kashif Shaheed,Piotr Szczuko,Munish Kumar,Imran Qureshi,Qaisar Abbas,Ihsan Ullah |
| Citations | 58 |
| DOI | 10.1016/j.engappai.2023.107569 |
| Fields | Computer Science |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4389496944 |
| Type | review |
| Year | 2023 |

## Paper authors

- [Ihsan Ullah](https://scholariq.org/researchers/ihsan-ullah/)

## Paper journal

- [Engineering Applications of Artificial Intelligence](https://scholariq.org/journals/engineering-applications-of-artificial-intelligence/)

## Paper primary topic

- [Biometric Identification and Security](https://scholariq.org/topics/biometric-identification-and-security/)

## Paper topics

- [Biometric Identification and Security](https://scholariq.org/topics/biometric-identification-and-security/)
- [Face recognition and analysis](https://scholariq.org/topics/face-recognition-and-analysis/)
- [User Authentication and Security Systems](https://scholariq.org/topics/user-authentication-and-security-systems/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.