ChaRVoC: A Challenge-Response Voice Cancelable Authentication System
This work addresses the need for secure and revocable voice authentication, offering protection against replay attacks and template compromise for biometric systems.
ChaRVoC is a voice cancelable authentication system that protects against replay attacks, revocability issues, and template compromise by combining voice biometrics, user-memorized keys, and dynamic challenges. The system achieves non-invertible templates via a novel HashGray-XOR scheme and demonstrates cancelability and unlinkability properties.
In this work, we present a Challenge-Response Voice Cancelable authentication system, called ChaRVoC, which provides protection against replay attacks, revocability issues, and template compromise. Our approach integrates three security factors: (1) inherent voice biometric characteristics, (2) user-memorized secret keys enabling template revocability, and (3) dynamic system-generated challenges providing liveness detection. Specifically, we introduce a novel HashGray-XOR scheme which combines a cryptographic hash function with an unrecoverable graycode-based transformation to create secured templates that are mathematically proven to be non-invertible. We compare our methods with existing cancelable biometric methods (WTA, IoM, RoE) on VoxCeleb1, TIMIT, and VOiCES datasets to show the recognition performance of our proposed system. We also show that our system achieves both cancelability and unlinkability properties.