Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Neurocomputing 667 (2026) 132219.

FRIES: Framework for inconsistency estimation of saliency metrics
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Pattern Recognit. 171 (2026) 112136.

From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing
I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.

Effective Backdoor Learning on Open-Set Face Recognition Systems
D. Voth, L. Dane, J. Grebe, S. Peitz, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.

FALCON: Fair Face Recognition via Local Optimal Feature Normalization
R. Al-Refai, P. Hempel, C. Biagi, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.

BELIEF - Bayesian Sign Entropy Regularization for LIME Framework
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, in: S. Chiappa, S. Magliacane (Eds.), Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025, PMLR, 2025, pp. 332–354.

Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, in: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2025.

A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks
S. Groß, S. Heindorf, P. Terhörst, CoRR abs/2505.19920 (2025).

A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era
R. Al-Refai, P.P. Ramasamy, R. Ramesh, P. Arias-Cabarcos, P. Terhörst, ArXiv Preprint ArXiv:2508.13874 (2025).

Analyzing Fairness in Deepfake Detection With Massively Annotated Databases
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, IEEE Transactions on Technology and Society 5 (2024) 93–106.

SLICE: Stabilized LIME for Consistent Explanations for Image Classification
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2024.

Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
M. Huber, A.T. Luu, P. Terhörst, N. Damer, in: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2024.

NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research
A.K. Chaurasia, M. Fallahi, T. Strufe, P. Terhörst, P.A. Cabarcos, Journal of Information Security and Applications 85 (2024).

CoFE: Consistency-Driven Feature Elimination for eXplainable AI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.

ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification
P. Rot, P. Terhörst, P. Peer, V. Struc, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2024.

On the Trustworthiness of Face Morphing Attack Detectors
R. Al-Refai, C. Biagi, C. Chen, K. Raja, R. Ramachandra, C. Busch, P. Terhörst, in: 2024 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2024.

How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?
P. Saha, A. Sinha, P. Terhörst, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2024.

QMagFace: Simple and Accurate Quality-Aware Face Recognition
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2023.

Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.

Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.