Score-level fusion for cancelable multi-biometric verification

•Two-level fusion of scores obtained for cancelable multimodal biometric system.•MC weighting and RA weighting methods to fuse different matchers and modalities.•Robustness of the method is analyzed using two datasets with different scenarios.•The proposed method outperform over the existing approaches.•Significant relative performance improvement over unimodal biometric systems.