Engelsma, Joshua J; Jain, Anil K; Boddeti, Vishnu Naresh. Hers: Homomorphically encrypted representation search. IEEE Transactions on Biometrics, Behavior, and Identity Science. 2022.
Aghdaie, Poorya; Chaudhary, Baaria; Soleymani, Sobhan; Dawson, Jeremy; Nasrabadi, Nasser M. Morph detection enhanced by structured group sparsity. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 311 to 320, 2022.
Talreja, Veeru; Nasrabadi, Nasser M; Valenti, Matthew C. Attribute-Based Deep Periocular Recognition: Leveraging Soft Biometrics to Improve Periocular Recognition. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 4041-4050, 2022.
Micheletto, Marco; Orrù, Giulia; Casula, Roberto; Yambay, David; Marcialis, Gian Luca; Schuckers, Stephanie C. Review of the Fingerprint Liveness Detection (LivDet) competition series: from 2009 to 2021. arXiv preprint arXiv:2202.07259. 2022.
Jeihouni, Paria; Dehzangi, Omid; Amireskandari, Annahita; Dabouei, Ali; Rezai, Ali; Nasrabadi, Nasser M. Superresolution and Segmentation of OCT Scans Using Multi-Stage Adversarial Guided Attention Training. ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 1106 to 1110, 2022.
Dabouei, Ali. An Analysis on Adversarial Machine Learning: Methods and Applications. 2022.
Dabouei, Ali; Taherkhani, Fariborz; Soleymani, Sobhan; Nasrabadi, Nasser M. Revisiting Outer Optimization in Adversarial Training. European Conference on Computer Vision. pp. 244 to 261, 2022.
Nasrabadi, Nasser M; Dawson, Jeremy M; Dabouei, Ali. Cross-matching contactless fingerprints against legacy contact-based fingerprints. US Patent App. 17/616,040. 2022.
Kabir, Sadaf; Farrokhvar, Leily; Dabouei, Ali. A Weakly supervised approach for thoracic diseases detection. Expert Systems with Applications. vol. 213, pp. 118942, 2023.
Bahmani, Keivan; Schuckers, Stephanie. Face Recognition In Children: A Longitudinal Study. arXiv preprint arXiv:2204.01760. 2022.
Wahab, Ahmed Anu; Hou, Daqing; Schuckers, Stephanie; Barbir, Abbie. Securing account recovery mechanism on desktop computers and mobile phones with keystroke dynamics. SN Computer Science. vol. 3, num. 5, 2022.
Schuckers, Michael; Purnapatra, Sandip; Fatima, Kaniz; Hou, Daqing; Schuckers, Stephanie. Statistical Methods for Assessing Differences in False Non-Match Rates Across Demographic Groups. arXiv preprint arXiv:2208.10948. 2022.
Sahu, Chinmay; Banavar, Mahesh; Schuckers, Stephanie. A novel non-linear transformation based multi user identification algorithm for fixed text keystroke behavioral dynamics. IEEE Transactions on Biometrics, Behavior, and Identity Science. 2022.
Wahab, Ahmed Anu; Hou, Daqing; Banavar, Mahesh; Schuckers, Stephanie; Eaton, Kenneth; Baldwin, Jacob; Wright, Robert. Shared Multi-Keyboard and Bilingual Datasets to Support Keystroke Dynamics Research. Proceedings of the Twelveth ACM Conference on Data and Application Security and Privacy. pp. 236 to 241. 2022.
Ray-Dowling, Aratrika; Hou, Daqing; Schuckers, Stephanie; Barbir, Abbie. Evaluating multi-modal mobile behavioral biometrics using public datasets. Computers & Security. vol. 121, pp. 102868, 2022.
Price, Samuel; Soleymani, Sobhan; Nasrabadi, Nasser M. Landmark Enforcement and Style Manipulation for Generative Morphing. arXiv preprint arXiv:2210.10182. 2022.
Berti, Aeddon; Nasrabadi, Nasser; Dawson, Jeremy. Investigating the impact of demographic factors on contactless fingerprints interoperability. 2022 International Conference of the Biometrics Special Interest Group (BIOSIG). 2022.
Hasan, Md Mahedi; Nasrabadi, Nasser; Dawson, Jeremy. Deep Coupled GAN-Based Score-Level Fusion for Multi-Finger Contact to Contactless Fingerprint Matching. 2022 International Conference of the Biometrics Special Interest Group (BIOSIG). 2022.
Kashiani, Hossein; Sami, Shoaib Meraj; Soleymani, Sobhan; Nasrabadi, Nasser M. Robust Ensemble Morph Detection with Domain Generalization. arXiv preprint arXiv:2209.08130. 2022.
Saadabadi, Mohammad Saeed Ebrahimi; Malakshan, Sahar Rahimi; Soleymani, Sobhan; Mostofa, Moktari; Nasrabadi, Nasser M. Information Maximization for Extreme Pose Face Recognition. arXiv preprint arXiv:2209.03456. 2022.
Taherkhani, Fariborz; Talreja, Veeru; Dawson, Jeremy; Valenti, Matthew C; Nasrabadi, Nasser M. Profile to frontal face recognition in the wild using coupled conditional generative adversarial network. IET Biometrics. vol. 11, num. 3, pp. 260 to 276, 2022.
Osahor, Uche; Nasrabadi, Nasser M. Text-Guided Sketch-to-Photo Image Synthesis. IEEE Access. vol. 10, pp. 98278 to 98289, 2022
Mostofa, Moktari; Saadabadi, Mohammad Saeed Ebrahimi; Malakshan, Sahar Rahimi; Nasrabadi, Nasser M. Pose Attention-Guided Profile-to-Frontal Face Recognition. arXiv preprint arXiv:2209.07001. 2022.
Sami, Shoaib Meraj; McCauley, John; Soleymani, Sobhan; Nasrabadi, Nasser; Dawson, Jeremy. Benchmarking human face similarity using identical twins. IET Biometrics. vol. 11, num. 5, pp. 459 to 484, 2022.
Price, Samuel W. Landmark Enforcement and Principal Component Analysis for Improving GAN-Based Morphing. 2022.
Banerjee, Sudipta; Jaiswal, Prateek; Ross, Arun. Facial De-morphing: Extracting Component Faces from a Single Morph. arXiv preprint arXiv:2209.02933. 2022.
Banerjee, Sudipta; Aggarwal, Aditi; Ross, Arun. Can GAN-induced Attribute Manipulations Impact Face Recognition? arXiv preprint arXiv:2209.02941. 2022.
Anghelone, David; Chen, Cunjian; Ross, Arun; Dantcheva, Antitza. Beyond the Visible: A Survey on Cross-spectral Face Recognition. arXiv preprint arXiv:2201.04435. 2022.
Sperling, Luke; Ratha, Nalini; Ross, Arun; Boddeti, Vishnu Naresh. HEFT: Homomorphically Encrypted Fusion of Biometric Templates. arXiv preprint arXiv:2208.07241. 2022.
Wyzykowski, Andre Brasil Vieira; Jain, Anil K. Synthetic Latent Fingerprint Generator. arXiv preprint arXiv:2208.13811. 2022.
Choung, Hyesun; David, Prabu; Ross, Arun. Trust in AI and Its Role in the Acceptance of AI Technologies. International Journal of Human–Computer Interaction. 2022.
Banerjee, Sudipta; Swearingen, Thomas; Shillair, Ruth; Bauer, Johannes M; Holt, Thomas; Ross, Arun. Using machine learning to examine cyberattack motivations on web defacement data. Social Science Computer Review. vol. 40, num. 4, pp. 914 to 932, 2022.
Swearingen, Thomas; Ross, Arun. Synthesizing Face Images from Match Scores. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. pp. 292 to 300, 2022.
Sharma, Renu; Ross, Arun. Periocular Biometrics and its Relevance to Partially Masked Faces: A Survey. arXiv preprint arXiv:2203.15203. 2022.
Chen, Xingyu; Li, Zhengxiong; Setlur, Srirangaraj; Xu, Wenyao. Exploring racial and gender disparities in voice biometrics. Scientific Reports. vol. 12, num. 1, 2022.
Fedorishin, Dennis; Mohan, Deen Dayal; Jawade, Bhavin; Setlur, Srirangaraj; Govindaraju, Venu. Hear The Flow: Optical Flow-Based Self-Supervised Visual Sound Source Localization. arXiv preprint arXiv:2211.03019. 2022.
Fedorishin, Dennis; Birgiolas, Justas; Mohan, Deen Dayal; Forte, Livio; Schneider, Philip; Setlur, Srirangaraj; Govindaraju, Venu. Large-Scale Acoustic Automobile Fault Detection: Diagnosing Engines Through Sound. Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. pp. 2871 to 2881, 2022.
Sun, Pu; Li, Yuezun; Qi, Honggang; Lyu, Siwei. Landmarkgan: Synthesizing faces from landmarks. Pattern Recognition Letters. vol. 161, pp. 90 to 98, 2022.
Guo, Hui; Hu, Shu; Wang, Xin; Chang, Ming-Ching; Lyu, Siwei. Eyes tell all: Irregular pupil shapes reveal GAN-generated faces. ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 2904 to 2908, 2022.
Lyu, Siwei. DeepFake Detection. Multimedia Forensics. pp. 313 to 331, 2022.
Zhang, Na; Jia, Shan; Lyu, Siwei; Li, Xin. Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting. arXiv preprint arXiv:2210.15510. 2022.
Guo, Hui; Hu, Shu; Wang, Xin; Chang, Ming-Ching; Lyu, Siwei. Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces. IEEE Access. vol. 10, pp. 32574 to 32583, 2022.
Pu, Wenbo; Hu, Jing; Wang, Xin; Li, Yuezun; Hu, Shu; Zhu, Bin; Song, Rui; Song, Qi; Wu, Xi; Lyu, Siwei. Learning a deep dual-level network for robust DeepFake detection. Pattern Recognition. vol. 130, pp. 108832, 2022.
Wang, Xin; Guo, Hui; Hu, Shu; Chang, Ming-Ching; Lyu, Siwei. GAN-generated Faces Detection: A Survey and New Perspectives (2022). arXiv preprint arXiv:2202.07145. 2022.
Li, Yuezun; Sun, Pu; Qi, Honggang; Lyu, Siwei. Toward the Creation and Obstruction of DeepFakes. Handbook of Digital Face Manipulation and Detection. pp. 71 to 96, 2022.
Jia, Shan; Li, Xin; Lyu, Siwei. Model Attribution of Face-swap Deepfake Videos. arXiv preprint arXiv:2202.12951. 2022.
Zhang, Xian; Wang, Xin; Shi, Canghong; Yan, Zhe; Li, Xiaojie; Kong, Bin; Lyu, Siwei; Zhu, Bin; Lv, Jiancheng; Yin, Youbing. De-gan: Domain embedded gan for high quality face image inpainting. Pattern Recognition. vol. 124, pp. 108415, 2022.
Wang, Xin; Guo, Hui; Hu, Shu; Chang, Ming-Ching; Lyu, Siwei. Gan-generated faces detection: A survey and new perspectives. arXiv preprint arXiv:2202.07145. 2022.
AlBadawy, Ehab A; Gibiansky, Andrew; He, Qing; Wu, Jilong; Chang, Ming-Ching; Lyu, Siwei. Vocbench: A Neural Vocoder Benchmark for Speech Synthesis. ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 881 to 885, 2022.
Ke, Lipeng; Chang, Ming-Ching; Qi, Honggang; Lyu, Siwei. DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering. IEEE Transactions on Image Processing. vol. 31, pp. 2782 to 2795, 2022.
Mohamadi, Salman; Doretto, Gianfranco; Adjeroh, Donald A. FUSSL: Fuzzy Uncertain Self Supervised Learning. arXiv preprint arXiv:2210.15818. 2022.
Almohsen, Ranya; Keaton, Matthew R; Adjeroh, Donald A; Doretto, Gianfranco. Generative Probabilistic Novelty Detection With Isometric Adversarial Autoencoders. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 2003 to 2013, 2022.
Mohamadi, Salman; Doretto, Gianfranco; Adjeroh, Don. Deep Active Ensemble Sampling For Image Classification. Proceedings of the Asian Conference on Computer Vision. pp. 4531 to 4547, 2022.
Neto, Pedro C; Gonçalves, Tiago; Pinto, João Ribeiro; Silva, Wilson; Sequeira, Ana F; Ross, Arun; Cardoso, Jaime S. Explainable Biometrics in the Age of Deep Learning. arXiv preprint arXiv:2208.09500. 2022.
Grosz, Steven A; Jain, Anil K. SpoofGAN: Synthetic Fingerprint Spoof Images. arXiv preprint arXiv:2204.06498. 2022.
Maltoni, Davide; Maio, Dario; Jain, Anil K; Feng, Jianjiang. Fingerprint sensing. Handbook of Fingerprint Recognition. pp. 63 to 114, 2022.
Liu, Feng; Kim, Minchul; Jain, Anil; Liu, Xiaoming. Controllable and guided face synthesis for unconstrained face recognition. European Conference on Computer Vision. pp. 701 to 719, 2022.
Maltoni, Davide; Maio, Dario; Jain, Anil K; Feng, Jianjiang. Fingerprint matching. Handbook of Fingerprint Recognition. pp. 217 to 297, 2022.
Maltoni, Davide; Maio, Dario; Jain, Anil K; Feng, Jianjiang. Fingerprint analysis and representation. Handbook of fingerprint recognition. pp. 115 to 216, 2022.
Engelsma, Joshua J; Grosz, Steven A; Jain, Anil K. PrintsGAN: synthetic fingerprint generator. arXiv preprint arXiv:2201.03674. 2022.
Godbole, Akash; Grosz, Steven A; Nandakumar, Karthik; Jain, Anil K. On Demographic Bias in Fingerprint Recognition. arXiv preprint arXiv:2205.09318. 2022.
Godbole, Akash; Nandakumar, Karthik; Jain, Anil K. Learning an Ensemble of Deep Fingerprint Representations. arXiv preprint arXiv:2209.02425. 2022.
Peng, Bo; Lyu, Siwei; Wang, Wei; Dong, Jing. Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes. Chinese Conference on Pattern Recognition and Computer Vision (PRCV). pp. 492 to 508, 2022.
Guo, Hui; Hu, Shu; Wang, Xin; Chang, Ming-Ching; Lyu, Siwei. Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. arXiv preprint arXiv:2205.06680. 2022.
Agarwal, Akshay; Ratha, Nalini; Vatsa, Mayank; Singh, Richa. Crafting Adversarial Perturbations via Transformed Image Component Swapping. IEEE Transactions on Image Processing. 2022.
Nguyen, Huy H; Marcel, Sébastien; Yamagishi, Junichi; Echizen, Isao. Master face attacks on face recognition systems. IEEE Transactions on Biometrics, Behavior, and Identity Science. vol. 4, num. 3, pp. 398 to 411, 2022.
Colbois, Laurent; Marcel, Sébastien. On the detection of morphing attacks generated by GANs. 2022 International Conference of the Biometrics Special Interest Group (BIOSIG). 2022.
Otroshi Shahreza, Hatef; Krivokuća Hahn, Vedrana; Marcel, Sébastien. MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. arXiv e-prints:2204.11054. 2022.
George, Anjith; Mohammadi, Amir; Marcel, Sebastien. Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles. IEEE Transactions on Information Forensics and Security. 2022.
Korshunov, Pavel; Jain, Anubhav; Marcel, Sébastien. Custom Attribution Loss for Improving Generalization and Interpretability of Deepfake Detection. ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 8972 to 8976, 2022.
Unnervik, Alexander; Marcel, Sébastien. An anomaly detection approach for backdoored neural networks: face recognition as a case study. 2022 International Conference of the Biometrics Special Interest Group (BIOSIG). 2022.
Shahreza, Hatef Otroshi; Hahn, Vedrana Krivokuća; Marcel, Sébastien. Face reconstruction from deep facial embeddings using a convolutional neural network. 2022 IEEE International Conference on Image Processing (ICIP). pp. 1211 to 1215, 2022.
Ramachandra, Raghavendra; Marcel, Sébastien. MASK-MORPH: Does Morphing of Custom 3D Face Masks Threatens the Face Recognition Systems? 2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). 2022.
Hahn, Vedrana Krivokuća; Marcel, Sébastien. Towards protecting face embeddings in mobile face verification scenarios. IEEE Transactions on Biometrics, Behavior, and Identity Science. Vol. 4, num. 1, pp. 117 to 134, 2022.
Otroshi Shahreza, Hatef; Melzi, Pietro; Osorio-Roig, Dailé; Rathgeb, Christian; Busch, Christoph; Marcel, Sébastien; Tolosana, Ruben; Vera-Rodriguez, RUben. Benchmarking of Cancelable Biometrics for Deep Templates. Available at SSRN 4220818. 2022.
George, Anjith; Geissbuhler, David; Marcel, Sebastien. A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection. arXiv preprint arXiv:2202.10286. 2022.