Performance and Security Strength Trade-Off in Machine Learning Based Biometric Authentication Systems.
Koosha SadeghiAyan BanerjeeJavad SohankarSandeep K. S. GuptaPublished in: ICMLA (2017)
Keyphrases
- biometric authentication systems
- trade off
- machine learning
- biometric template
- biometric authentication
- random effects
- authentication systems
- user authentication
- data fusion
- biometric systems
- information security
- computer vision
- biometric data
- security requirements
- feature selection
- hidden markov models
- biometric recognition
- intrusion detection
- security issues
- knowledge representation
- access control
- decision trees
- protection scheme
- hierarchical structure
- key management
- biometric identification
- feature extraction
- model selection