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ORCIDBibTeX records: Karthik Nandakumar
@inproceedings{DBLP:conf/wacv/Al-LahhamTZN24,
author = {Anas Al{-}Lahham and
Nurbek Tastan and
Muhammad Zaigham Zaheer and
Karthik Nandakumar},
title = {A Coarse-to-Fine Pseudo-Labeling {(C2FPL)} Framework for Unsupervised
Video Anomaly Detection},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {6779--6788},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00665},
doi = {10.1109/WACV57701.2024.00665},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Al-LahhamTZN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08070,
author = {Hanan Gani and
Nada Saadi and
Noor Hussein and
Karthik Nandakumar},
title = {Multi-Attribute Vision Transformers are Efficient and Robust Learners},
journal = {CoRR},
volume = {abs/2402.08070},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08070},
doi = {10.48550/ARXIV.2402.08070},
eprinttype = {arXiv},
eprint = {2402.08070},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10603,
author = {Numan Saeed and
Muhammad Ridzuan and
Fadillah Adamsyah Maani and
Hussain Alasmawi and
Karthik Nandakumar and
Mohammad Yaqub},
title = {SurvRNC: Learning Ordered Representations for Survival Prediction
using Rank-N-Contrast},
journal = {CoRR},
volume = {abs/2403.10603},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10603},
doi = {10.48550/ARXIV.2403.10603},
eprinttype = {arXiv},
eprint = {2403.10603},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SrivastavaYN23,
author = {Shikhar Srivastava and
Mohammad Yaqub and
Karthik Nandakumar},
title = {Lifelong Learning of Task-Parameter Relationships for Knowledge Transfer},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {2525--2534},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00251},
doi = {10.1109/CVPRW59228.2023.00251},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SrivastavaYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TastanN23,
author = {Nurbek Tastan and
Karthik Nandakumar},
title = {CaPriDe Learning: Confidential and Private Decentralized Learning
Based on Encryption-Friendly Distillation Loss},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {8084--8092},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00781},
doi = {10.1109/CVPR52729.2023.00781},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TastanN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShamshadSN23,
author = {Fahad Shamshad and
Koushik Srivatsan and
Karthik Nandakumar},
title = {Evading Forensic Classifiers with Attribute-Conditioned Adversarial
Faces},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {16469--16478},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01580},
doi = {10.1109/CVPR52729.2023.01580},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ShamshadSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShamshadNN23,
author = {Fahad Shamshad and
Muzammal Naseer and
Karthik Nandakumar},
title = {CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via
Adversarial Latent Search},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {20595--20605},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01973},
doi = {10.1109/CVPR52729.2023.01973},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ShamshadNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/Abdu-AguyeN23,
author = {Mubarak G. Abdu{-}Aguye and
Karthik Nandakumar},
title = {Recurrence-Based Disentanglement for Detecting Adversarial Attacks
on Timeseries Classifiers},
booktitle = {31st European Signal Processing Conference, {EUSIPCO} 2023, Helsinki,
Finland, September 4-8, 2023},
pages = {625--629},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/EUSIPCO58844.2023.10290062},
doi = {10.23919/EUSIPCO58844.2023.10290062},
timestamp = {Mon, 06 Nov 2023 12:35:15 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/Abdu-AguyeN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoprivacy/Abdu-AguyeN23,
author = {Mubarak G. Abdu{-}Aguye and
Karthik Nandakumar},
title = {On the Effects of Filtering Methods on Adversarial Timeseries Data},
booktitle = {Proceedings of the 1st {ACM} {SIGSPATIAL} International Workshop on
Geo-Privacy and Data Utility for Smart Societies, GeoPrivacy 2023,
Hamburg, Germany, 13 November 2023},
pages = {5--9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615889.3628509},
doi = {10.1145/3615889.3628509},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoprivacy/Abdu-AguyeN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KumarVKKN23,
author = {Gokul Karthik Kumar and
Praveen S. V and
Pratyush Kumar and
Mitesh M. Khapra and
Karthik Nandakumar},
title = {Towards Building Text-to-Speech Systems for the Next Billion Users},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096069},
doi = {10.1109/ICASSP49357.2023.10096069},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KumarVKKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SaeedNKZNYM23,
author = {Muhammad Saad Saeed and
Shah Nawaz and
Muhammad Haris Khan and
Muhammad Zaigham Zaheer and
Karthik Nandakumar and
Muhammad Haroon Yousaf and
Arif Mahmood},
title = {Single-branch Network for Multimodal Training},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10097207},
doi = {10.1109/ICASSP49357.2023.10097207},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SaeedNKZNYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/AlkhunaiziSAAN23,
author = {Naif Alkhunaizi and
Koushik Srivatsan and
Faris Almalik and
Ibrahim Almakky and
Karthik Nandakumar},
title = {FedSIS: Federated Split Learning with Intermediate Representation
Sampling for Privacy-preserving Generalized Face Presentation Attack
Detection},
booktitle = {{IEEE} International Joint Conference on Biometrics, {IJCB} 2023,
Ljubljana, Slovenia, September 25-28, 2023},
pages = {1--11},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCB57857.2023.10448785},
doi = {10.1109/IJCB57857.2023.10448785},
timestamp = {Wed, 13 Mar 2024 19:10:51 +0100},
biburl = {https://dblp.org/rec/conf/icb/AlkhunaiziSAAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/NadeemN23,
author = {Maryam Nadeem and
Karthik Nandakumar},
title = {On Self-Supervised Learning and Prompt Tuning of Vision Transformers
for Cross-sensor Fingerprint Presentation Attack Detection},
booktitle = {{IEEE} International Joint Conference on Biometrics, {IJCB} 2023,
Ljubljana, Slovenia, September 25-28, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCB57857.2023.10448619},
doi = {10.1109/IJCB57857.2023.10448619},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icb/NadeemN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/SrivatsanNN23,
author = {Koushik Srivatsan and
Muzammal Naseer and
Karthik Nandakumar},
title = {{FLIP:} Cross-domain Face Anti-spoofing with Language Guidance},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {19628--19639},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01803},
doi = {10.1109/ICCV51070.2023.01803},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SrivatsanNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BenjaminAAADBNY23,
author = {Joseph Geo Benjamin and
Mothilal Asokan and
Amna Alhosani and
Hussain Alasmawi and
Werner Gerhard Diehl and
Leanne Bricker and
Karthik Nandakumar and
Mohammad Yaqub},
editor = {Bernhard Kainz and
J. Alison Noble and
Julia A. Schnabel and
Bishesh Khanal and
Johanna P. M{\"{u}}ller and
Thomas G. Day},
title = {Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification
Using Ultrasound Scan Videos},
booktitle = {Simplifying Medical Ultrasound - 4th International Workshop, {ASMUS}
2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada,
October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14337},
pages = {68--78},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44521-7\_7},
doi = {10.1007/978-3-031-44521-7\_7},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BenjaminAAADBNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlmalikAAN23,
author = {Faris Almalik and
Naif Alkhunaizi and
Ibrahim Almakky and
Karthik Nandakumar},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {FeSViBS: Federated Split Learning of Vision Transformer with Block
Sampling},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14221},
pages = {350--360},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43895-0\_33},
doi = {10.1007/978-3-031-43895-0\_33},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AlmalikAAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/TuHYKNNZ23,
author = {Vu Ngoc Tu and
Van Thong Huynh and
Hyung{-}Jeong Yang and
Soo{-}Hyung Kim and
Shah Nawaz and
Karthik Nandakumar and
Muhammad Zaigham Zaheer},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {{DCTM:} Dilated Convolutional Transformer Model for Multimodal Engagement
Estimation in Conversation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {9521--9525},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612857},
doi = {10.1145/3581783.3612857},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/TuHYKNNZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TupitsaAW0NHG23,
author = {Nazarii Tupitsa and
Abdulla Jasem Almansoori and
Yanlin Wu and
Martin Tak{\'{a}}c and
Karthik Nandakumar and
Samuel Horv{\'{a}}th and
Eduard Gorbunov},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Byzantine-Tolerant Methods for Distributed Variational Inequalities},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5a5e9197ea547141b4977a5a198bbaac-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TupitsaAW0NHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/AlRefaiN23,
author = {Rouqaiah Al{-}Refai and
Karthik Nandakumar},
title = {A Unified Model for Face Matching and Presentation Attack Detection
using an Ensemble of Vision Transformer Features},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops,
{WACV} 2023 - Workshops, Waikoloa, HI, USA, January 3-7, 2023},
pages = {662--671},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACVW58289.2023.00073},
doi = {10.1109/WACVW58289.2023.00073},
timestamp = {Mon, 13 Feb 2023 21:53:11 +0100},
biburl = {https://dblp.org/rec/conf/wacv/AlRefaiN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06129,
author = {Muhammad Saad Saeed and
Shah Nawaz and
Muhammad Haris Khan and
Muhammad Zaigham Zaheer and
Karthik Nandakumar and
Muhammad Haroon Yousaf and
Arif Mahmood},
title = {Single-branch Network for Multimodal Training},
journal = {CoRR},
volume = {abs/2303.06129},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06129},
doi = {10.48550/ARXIV.2303.06129},
eprinttype = {arXiv},
eprint = {2303.06129},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10008,
author = {Fahad Shamshad and
Muzammal Naseer and
Karthik Nandakumar},
title = {CLIP2Protect: Protecting Facial Privacy using Text-Guided Makeup via
Adversarial Latent Search},
journal = {CoRR},
volume = {abs/2306.10008},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10008},
doi = {10.48550/ARXIV.2306.10008},
eprinttype = {arXiv},
eprint = {2306.10008},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13091,
author = {Fahad Shamshad and
Koushik Srivatsan and
Karthik Nandakumar},
title = {Evading Forensic Classifiers with Attribute-Conditioned Adversarial
Faces},
journal = {CoRR},
volume = {abs/2306.13091},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13091},
doi = {10.48550/ARXIV.2306.13091},
eprinttype = {arXiv},
eprint = {2306.13091},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14638,
author = {Faris Almalik and
Naif Alkhunaizi and
Ibrahim Almakky and
Karthik Nandakumar},
title = {FeSViBS: Federated Split Learning of Vision Transformer with Block
Sampling},
journal = {CoRR},
volume = {abs/2306.14638},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14638},
doi = {10.48550/ARXIV.2306.14638},
eprinttype = {arXiv},
eprint = {2306.14638},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01966,
author = {Vu Ngoc Tu and
Van Thong Huynh and
Hyung{-}Jeong Yang and
Muhammad Zaigham Zaheer and
Shah Nawaz and
Karthik Nandakumar and
Soo{-}Hyung Kim},
title = {{DCTM:} Dilated Convolutional Transformer Model for Multimodal Engagement
Estimation in Conversation},
journal = {CoRR},
volume = {abs/2308.01966},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01966},
doi = {10.48550/ARXIV.2308.01966},
eprinttype = {arXiv},
eprint = {2308.01966},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10236,
author = {Naif Alkhunaizi and
Koushik Srivatsan and
Faris Almalik and
Ibrahim Almakky and
Karthik Nandakumar},
title = {FedSIS: Federated Split Learning with Intermediate Representation
Sampling for Privacy-preserving Generalized Face Presentation Attack
Detection},
journal = {CoRR},
volume = {abs/2308.10236},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10236},
doi = {10.48550/ARXIV.2308.10236},
eprinttype = {arXiv},
eprint = {2308.10236},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16649,
author = {Koushik Srivatsan and
Muzammal Naseer and
Karthik Nandakumar},
title = {{FLIP:} Cross-domain Face Anti-spoofing with Language Guidance},
journal = {CoRR},
volume = {abs/2309.16649},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16649},
doi = {10.48550/ARXIV.2309.16649},
eprinttype = {arXiv},
eprint = {2309.16649},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17650,
author = {Anas Al{-}Lahham and
Nurbek Tastan and
Muhammad Zaigham Zaheer and
Karthik Nandakumar},
title = {A Coarse-to-Fine Pseudo-Labeling {(C2FPL)} Framework for Unsupervised
Video Anomaly Detection},
journal = {CoRR},
volume = {abs/2310.17650},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17650},
doi = {10.48550/ARXIV.2310.17650},
eprinttype = {arXiv},
eprint = {2310.17650},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04611,
author = {Nazarii Tupitsa and
Abdulla Jasem Almansoori and
Yanlin Wu and
Martin Tak{\'{a}}c and
Karthik Nandakumar and
Samuel Horv{\'{a}}th and
Eduard Gorbunov},
title = {Byzantine-Tolerant Methods for Distributed Variational Inequalities},
journal = {CoRR},
volume = {abs/2311.04611},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04611},
doi = {10.48550/ARXIV.2311.04611},
eprinttype = {arXiv},
eprint = {2311.04611},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11230,
author = {Nikita Kotelevskii and
Samuel Horv{\'{a}}th and
Karthik Nandakumar and
Martin Tak{\'{a}}c and
Maxim Panov},
title = {Dirichlet-based Uncertainty Quantification for Personalized Federated
Learning with Improved Posterior Networks},
journal = {CoRR},
volume = {abs/2312.11230},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11230},
doi = {10.48550/ARXIV.2312.11230},
eprinttype = {arXiv},
eprint = {2312.11230},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/LyuLNYM22,
author = {Lingjuan Lyu and
Yitong Li and
Karthik Nandakumar and
Jiangshan Yu and
Xingjun Ma},
title = {How to Democratise and Protect {AI:} Fair and Differentially Private
Decentralised Deep Learning},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {2},
pages = {1003--1017},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2020.3006287},
doi = {10.1109/TDSC.2020.3006287},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/LyuLNYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/NazarovYN22,
author = {Otabek Nazarov and
Mohammad Yaqub and
Karthik Nandakumar},
title = {On the Importance of Image Encoding in Automated Chest X-Ray Report
Generation},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {475},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/475/},
timestamp = {Thu, 16 Feb 2023 16:15:04 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/NazarovYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/JainNRPK22,
author = {Nayna Jain and
Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Uttam Kumar},
editor = {Gargi Dasgupta and
Yogesh Simmhan and
Balaji Vasan Srinivasan and
Sourav Bhowmick and
Amith Singhee and
Maya Ramanath and
Nipun Batra and
Abhinandan S. Prasad},
title = {{PPDL} - Privacy Preserving Deep Learning Using Homomorphic Encryption},
booktitle = {{CODS-COMAD} 2022: 5th Joint International Conference on Data Science
{\&} Management of Data (9th {ACM} {IKDD} {CODS} and 27th COMAD),
Bangalore, India, January 8 - 10, 2022},
pages = {318--319},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3493700.3493760},
doi = {10.1145/3493700.3493760},
timestamp = {Tue, 11 Jan 2022 15:43:49 +0100},
biburl = {https://dblp.org/rec/conf/comad/JainNRPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/GodboleGNJ22,
author = {Akash Godbole and
Steven A. Grosz and
Karthik Nandakumar and
Anil K. Jain},
title = {On Demographic Bias in Fingerprint Recognition},
booktitle = {{IEEE} International Joint Conference on Biometrics, {IJCB} 2022,
Abu Dhabi, United Arab Emirates, October 10-13, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCB54206.2022.10007933},
doi = {10.1109/IJCB54206.2022.10007933},
timestamp = {Thu, 20 Apr 2023 16:45:47 +0200},
biburl = {https://dblp.org/rec/conf/icb/GodboleGNJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlmalikYN22,
author = {Faris Almalik and
Mohammad Yaqub and
Karthik Nandakumar},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image
Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13433},
pages = {376--386},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16437-8\_36},
doi = {10.1007/978-3-031-16437-8\_36},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AlmalikYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AlkhunaiziKTN22,
author = {Naif Alkhunaizi and
Dmitry Kamzolov and
Martin Tak{\'{a}}c and
Karthik Nandakumar},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Suppressing Poisoning Attacks on Federated Learning for Medical Imaging},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {673--683},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_64},
doi = {10.1007/978-3-031-16452-1\_64},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/AlkhunaiziKTN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01672,
author = {Sayed Hashim and
Muhammad Ali and
Karthik Nandakumar and
Mohammad Yaqub},
title = {SubOmiEmbed: Self-supervised Representation Learning of Multi-omics
Data for Cancer Type Classification},
journal = {CoRR},
volume = {abs/2202.01672},
year = {2022},
url = {https://arxiv.org/abs/2202.01672},
eprinttype = {arXiv},
eprint = {2202.01672},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05814,
author = {Gokul Karthik Kumar and
Abhishek Singh Gehlot and
Sahal Shaji Mullappilly and
Karthik Nandakumar},
title = {MuCoT: Multilingual Contrastive Training for Question-Answering in
Low-resource Languages},
journal = {CoRR},
volume = {abs/2204.05814},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05814},
doi = {10.48550/ARXIV.2204.05814},
eprinttype = {arXiv},
eprint = {2204.05814},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09318,
author = {Akash Godbole and
Steven A. Grosz and
Karthik Nandakumar and
Anil K. Jain},
title = {On Demographic Bias in Fingerprint Recognition},
journal = {CoRR},
volume = {abs/2205.09318},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09318},
doi = {10.48550/ARXIV.2205.09318},
eprinttype = {arXiv},
eprint = {2205.09318},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10804,
author = {Naif Alkhunaizi and
Dmitry Kamzolov and
Martin Tak{\'{a}}c and
Karthik Nandakumar},
title = {Suppressing Poisoning Attacks on Federated Learning for Medical Imaging},
journal = {CoRR},
volume = {abs/2207.10804},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10804},
doi = {10.48550/ARXIV.2207.10804},
eprinttype = {arXiv},
eprint = {2207.10804},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02851,
author = {Faris Almalik and
Mohammad Yaqub and
Karthik Nandakumar},
title = {Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image
Classification},
journal = {CoRR},
volume = {abs/2208.02851},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02851},
doi = {10.48550/ARXIV.2208.02851},
eprinttype = {arXiv},
eprint = {2208.02851},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02425,
author = {Akash Godbole and
Karthik Nandakumar and
Anil K. Jain},
title = {Learning an Ensemble of Deep Fingerprint Representations},
journal = {CoRR},
volume = {abs/2209.02425},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02425},
doi = {10.48550/ARXIV.2209.02425},
eprinttype = {arXiv},
eprint = {2209.02425},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00825,
author = {Sayed Hashim and
Karthik Nandakumar and
Mohammad Yaqub},
title = {Self-omics: {A} Self-supervised Learning Framework for Multi-omics
Cancer Data},
journal = {CoRR},
volume = {abs/2210.00825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00825},
doi = {10.48550/ARXIV.2210.00825},
eprinttype = {arXiv},
eprint = {2210.00825},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05916,
author = {Gokul Karthik Kumar and
Karthik Nandakumar},
title = {Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal
Interaction of {CLIP} Features},
journal = {CoRR},
volume = {abs/2210.05916},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05916},
doi = {10.48550/ARXIV.2210.05916},
eprinttype = {arXiv},
eprint = {2210.05916},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09536,
author = {Gokul Karthik Kumar and
Praveen S. V and
Pratyush Kumar and
Mitesh M. Khapra and
Karthik Nandakumar},
title = {Towards Building Text-To-Speech Systems for the Next Billion Users},
journal = {CoRR},
volume = {abs/2211.09536},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09536},
doi = {10.48550/ARXIV.2211.09536},
eprinttype = {arXiv},
eprint = {2211.09536},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13465,
author = {Otabek Nazarov and
Mohammad Yaqub and
Karthik Nandakumar},
title = {On the Importance of Image Encoding in Automated Chest X-Ray Report
Generation},
journal = {CoRR},
volume = {abs/2211.13465},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13465},
doi = {10.48550/ARXIV.2211.13465},
eprinttype = {arXiv},
eprint = {2211.13465},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiml2/JainNRPK21,
author = {Nayna Jain and
Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Uttam Kumar},
title = {CryptInfer: Enabling Encrypted Inference on Skin Lesion Images for
Melanoma Detection},
booktitle = {AIMLSystems 2021: The First International Conference on AI-ML-Systems,
Bangalore India, October 21 - 23, 2021},
pages = {13:1--13:7},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486001.3486233},
doi = {10.1145/3486001.3486233},
timestamp = {Wed, 10 Nov 2021 16:16:02 +0100},
biburl = {https://dblp.org/rec/conf/aiml2/JainNRPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SrivastavaYNGM21,
author = {Shikhar Srivastava and
Mohammad Yaqub and
Karthik Nandakumar and
Zongyuan Ge and
Dwarikanath Mahapatra},
editor = {Shadi Albarqouni and
Manuel Jorge Cardoso and
Qi Dou and
Konstantinos Kamnitsas and
Bishesh Khanal and
Islem Rekik and
Nicola Rieke and
Debdoot Sheet and
Sotirios A. Tsaftaris and
Daguang Xu and
Ziyue Xu},
title = {Continual Domain Incremental Learning for Chest X-Ray Classification
in Low-Resource Clinical Settings},
booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare
and {AI} for Resource Diverse Global Health - Third {MICCAI} Workshop,
{DART} 2021, and First {MICCAI} Workshop, {FAIR} 2021, Held in Conjunction
with {MICCAI} 2021, Strasbourg, France, September 27 and October 1,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12968},
pages = {226--238},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87722-4\_21},
doi = {10.1007/978-3-030-87722-4\_21},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SrivastavaYNGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/JainNRPK21,
author = {Nayna Jain and
Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Uttam Kumar},
title = {Optimizing Homomorphic Encryption based Secure Image Analytics},
booktitle = {23rd International Workshop on Multimedia Signal Processing, {MMSP}
2021, Tampere, Finland, October 6-8, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MMSP53017.2021.9733620},
doi = {10.1109/MMSP53017.2021.9733620},
timestamp = {Sat, 19 Mar 2022 22:55:53 +0100},
biburl = {https://dblp.org/rec/conf/mmsp/JainNRPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00319,
author = {Nayna Jain and
Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Uttam Kumar},
title = {Efficient {CNN} Building Blocks for Encrypted Data},
journal = {CoRR},
volume = {abs/2102.00319},
year = {2021},
url = {https://arxiv.org/abs/2102.00319},
eprinttype = {arXiv},
eprint = {2102.00319},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03411,
author = {Kanthi K. Sarpatwar and
Karthik Nandakumar and
Nalini K. Ratha and
James T. Rayfield and
Karthikeyan Shanmugam and
Sharath Pankanti and
Roman Vacul{\'{\i}}n},
title = {Efficient Encrypted Inference on Ensembles of Decision Trees},
journal = {CoRR},
volume = {abs/2103.03411},
year = {2021},
url = {https://arxiv.org/abs/2103.03411},
eprinttype = {arXiv},
eprint = {2103.03411},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10046,
author = {Cuicui Kang and
Karthik Nandakumar},
title = {Discovering Spatial Relationships by Transformers for Domain Generalization},
journal = {CoRR},
volume = {abs/2108.10046},
year = {2021},
url = {https://arxiv.org/abs/2108.10046},
eprinttype = {arXiv},
eprint = {2108.10046},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03027,
author = {Cuicui Kang and
Karthik Nandakumar},
title = {Dynamically Decoding Source Domain Knowledge For Unseen Domain Generalization},
journal = {CoRR},
volume = {abs/2110.03027},
year = {2021},
url = {https://arxiv.org/abs/2110.03027},
eprinttype = {arXiv},
eprint = {2110.03027},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/NandakumarRPPH20,
author = {Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Alex Pentland and
Maurice Herlihy},
title = {Blockchain: From Technology to Marketplaces},
journal = {Computer},
volume = {53},
number = {7},
pages = {14--18},
year = {2020},
url = {https://doi.org/10.1109/MC.2020.2990776},
doi = {10.1109/MC.2020.2990776},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/NandakumarRPPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LyuYNLMJYN20,
author = {Lingjuan Lyu and
Jiangshan Yu and
Karthik Nandakumar and
Yitong Li and
Xingjun Ma and
Jiong Jin and
Han Yu and
Kee Siong Ng},
title = {Towards Fair and Privacy-Preserving Federated Deep Models},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {31},
number = {11},
pages = {2524--2541},
year = {2020},
url = {https://doi.org/10.1109/TPDS.2020.2996273},
doi = {10.1109/TPDS.2020.2996273},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/LyuYNLMJYN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SarpatwarRNSRPV20,
author = {Kanthi K. Sarpatwar and
Nalini K. Ratha and
Karthik Nandakumar and
Karthikeyan Shanmugam and
James T. Rayfield and
Sharath Pankanti and
Roman Vacul{\'{\i}}n},
title = {Privacy Enhanced Decision Tree Inference},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {154--159},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w1/Sarpatwar\_Privacy\_Enhanced\_Decision\_Tree\_Inference\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00025},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SarpatwarRNSRPV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fc/CaoYCNEH20,
author = {Shengjiao Cao and
Yuan Yuan and
Angelo De Caro and
Karthik Nandakumar and
Kaoutar Elkhiyaoui and
Yanyan Hu},
editor = {Joseph Bonneau and
Nadia Heninger},
title = {Decentralized Privacy-Preserving Netting Protocol on Blockchain for
Payment Systems},
booktitle = {Financial Cryptography and Data Security - 24th International Conference,
{FC} 2020, Kota Kinabalu, Malaysia, February 10-14, 2020 Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12059},
pages = {137--155},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-51280-4\_9},
doi = {10.1007/978-3-030-51280-4\_9},
timestamp = {Wed, 22 Jul 2020 12:13:31 +0200},
biburl = {https://dblp.org/rec/conf/fc/CaoYCNEH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/OudaNR20,
author = {Osama Ouda and
Karthik Nandakumar and
Arun Ross},
title = {Cancelable Biometrics Vault: {A} Secure Key-Binding Biometric Cryptosystem
based on Chaffing and Winnowing},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {8735--8742},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412957},
doi = {10.1109/ICPR48806.2021.9412957},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/OudaNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09370,
author = {Lingjuan Lyu and
Yitong Li and
Karthik Nandakumar and
Jiangshan Yu and
Xingjun Ma},
title = {How to Democratise and Protect {AI:} Fair and Differentially Private
Decentralised Deep Learning},
journal = {CoRR},
volume = {abs/2007.09370},
year = {2020},
url = {https://arxiv.org/abs/2007.09370},
eprinttype = {arXiv},
eprint = {2007.09370},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NandakumarRPH19,
author = {Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Shai Halevi},
title = {Towards Deep Neural Network Training on Encrypted Data},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {40--48},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/CV-COPS/Nandakumar\_Towards\_Deep\_Neural\_Network\_Training\_on\_Encrypted\_Data\_CVPRW\_2019\_paper.html},
doi = {10.1109/CVPRW.2019.00011},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/NandakumarRPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ih/NandakumarRP19,
author = {Karthik Nandakumar and
Nalini K. Ratha and
Sharathchandra Pankanti},
editor = {R{\'{e}}mi Cogranne and
Luisa Verdoliva and
Siwei Lyu and
Juan Ram{\'{o}}n Troncoso{-}Pastoriza and
Xinpeng Zhang},
title = {Proving Multimedia Integrity using Sanitizable Signatures Recorded
on Blockchain},
booktitle = {Proceedings of the {ACM} Workshop on Information Hiding and Multimedia
Security, IH{\&}MMSec 2019, Paris, France, July 3-5, 2019},
pages = {151--160},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3335203.3335729},
doi = {10.1145/3335203.3335729},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ih/NandakumarRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10180,
author = {Karthik Nandakumar and
Sebastien Blandin and
Laura Wynter},
title = {High-frequency crowd insights for public safety and congestion control},
journal = {CoRR},
volume = {abs/1904.10180},
year = {2019},
url = {http://arxiv.org/abs/1904.10180},
eprinttype = {arXiv},
eprint = {1904.10180},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01167,
author = {Lingjuan Lyu and
Jiangshan Yu and
Karthik Nandakumar and
Yitong Li and
Xingjun Ma and
Jiong Jin},
title = {Towards Fair and Decentralized Privacy-Preserving Deep Learning with
Blockchain},
journal = {CoRR},
volume = {abs/1906.01167},
year = {2019},
url = {http://arxiv.org/abs/1906.01167},
eprinttype = {arXiv},
eprint = {1906.01167},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LyuNRJBP18,
author = {Lingjuan Lyu and
Karthik Nandakumar and
Benjamin I. P. Rubinstein and
Jiong Jin and
Justin Bedo and
Marimuthu Palaniswami},
title = {{PPFA:} Privacy Preserving Fog-Enabled Aggregation in Smart Grid},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {14},
number = {8},
pages = {3733--3744},
year = {2018},
url = {https://doi.org/10.1109/TII.2018.2803782},
doi = {10.1109/TII.2018.2803782},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LyuNRJBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic2e/BhaskaranILVJKL18,
author = {Kumar Bhaskaran and
Peter Ilfrich and
Dain Liffman and
Christian Vecchiola and
Praveen Jayachandran and
Apurva Kumar and
Fabian Lim and
Karthik Nandakumar and
Zhengquan Qin and
Venkatraman Ramakrishna and
Ernie G. S. Teo and
Chun Hui Suen},
editor = {Abhishek Chandra and
Jie Li and
Ying Cai and
Tian Guo},
title = {Double-Blind Consent-Driven Data Sharing on Blockchain},
booktitle = {2018 {IEEE} International Conference on Cloud Engineering, {IC2E}
2018, Orlando, FL, USA, April 17-20, 2018},
pages = {385--391},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/IC2E.2018.00073},
doi = {10.1109/IC2E.2018.00073},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic2e/BhaskaranILVJKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wifs/NandakumarRPD17,
author = {Karthik Nandakumar and
Nalini K. Ratha and
Sharath Pankanti and
Shelby Darnell},
title = {Secure one-time biometrie tokens for non-repudiable multi-party transactions},
booktitle = {2017 {IEEE} Workshop on Information Forensics and Security, {WIFS}
2017, Rennes, France, December 4-7, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/WIFS.2017.8267654},
doi = {10.1109/WIFS.2017.8267654},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/wifs/NandakumarRPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/JainNR16,
author = {Anil K. Jain and
Karthik Nandakumar and
Arun Ross},
title = {50 years of biometric research: Accomplishments, challenges, and opportunities},
journal = {Pattern Recognit. Lett.},
volume = {79},
pages = {80--105},
year = {2016},
url = {https://doi.org/10.1016/j.patrec.2015.12.013},
doi = {10.1016/J.PATREC.2015.12.013},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/JainNR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/NandakumarJ15,
author = {Karthik Nandakumar and
Anil K. Jain},
title = {Biometric Template Protection: Bridging the performance gap between
theory and practice},
journal = {{IEEE} Signal Process. Mag.},
volume = {32},
number = {5},
pages = {88--100},
year = {2015},
url = {https://doi.org/10.1109/MSP.2015.2427849},
doi = {10.1109/MSP.2015.2427849},
timestamp = {Fri, 27 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/NandakumarJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ShojaeilangariY15,
author = {Seyedehsamaneh Shojaeilangari and
Wei{-}Yun Yau and
Karthik Nandakumar and
Jun Li and
Eam Khwang Teoh},
title = {Robust Representation and Recognition of Facial Emotions Using Extreme
Sparse Learning},
journal = {{IEEE} Trans. Image Process.},
volume = {24},
number = {7},
pages = {2140--2152},
year = {2015},
url = {https://doi.org/10.1109/TIP.2015.2416634},
doi = {10.1109/TIP.2015.2416634},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ShojaeilangariY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/JainN15,
author = {Anil K. Jain and
Karthik Nandakumar},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Biometric System Design, Overview},
booktitle = {Encyclopedia of Biometrics, Second Edition},
pages = {229--235},
publisher = {Springer {US}},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7488-4\_183},
doi = {10.1007/978-1-4899-7488-4\_183},
timestamp = {Fri, 27 Oct 2017 15:34:05 +0200},
biburl = {https://dblp.org/rec/reference/bio/JainN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/RossN15,
author = {Arun Ross and
Karthik Nandakumar},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Fusion, Score-Level},
booktitle = {Encyclopedia of Biometrics, Second Edition},
pages = {766--772},
publisher = {Springer {US}},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7488-4\_158},
doi = {10.1007/978-1-4899-7488-4\_158},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/bio/RossN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/Nandakumar15,
author = {Karthik Nandakumar},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Security Issues, System Design},
booktitle = {Encyclopedia of Biometrics, Second Edition},
pages = {1342--1348},
publisher = {Springer {US}},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7488-4\_284},
doi = {10.1007/978-1-4899-7488-4\_284},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/bio/Nandakumar15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/NandakumarJ15,
author = {Karthik Nandakumar and
Anil K. Jain},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Soft Biometrics},
booktitle = {Encyclopedia of Biometrics, Second Edition},
pages = {1425--1429},
publisher = {Springer {US}},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7488-4\_225},
doi = {10.1007/978-1-4899-7488-4\_225},
timestamp = {Fri, 27 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/bio/NandakumarJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibim/AnvarYNT13,
author = {Seyed Mohammad Hassan Anvar and
Wei{-}Yun Yau and
Karthik Nandakumar and
Eam Khwang Teoh},
title = {Estimating in-plane rotation angle for face images from multi-poses},
booktitle = {2013 {IEEE} Symposium on Computational Intelligence in Biometrics
and Identity Management, {CIBIM} 2013, Singapore, April 16-19, 2013},
pages = {52--57},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIBIM.2013.6607914},
doi = {10.1109/CIBIM.2013.6607914},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cibim/AnvarYNT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/Nandakumar13,
author = {Karthik Nandakumar},
editor = {Julian Fi{\'{e}}rrez and
Ajay Kumar and
Mayank Vatsa and
Raymond N. J. Veldhuis and
Javier Ortega{-}Garcia},
title = {BioSAKE: Biometrics-based secure authentication and key exchange},
booktitle = {International Conference on Biometrics, {ICB} 2013, 4-7 June, 2013,
Madrid, Spain},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICB.2013.6613007},
doi = {10.1109/ICB.2013.6613007},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/icb/Nandakumar13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/NandakumarWCNWY13,
author = {Karthik Nandakumar and
Kong{-}Wah Wan and
Siu Man Alice Chan and
Wen Zheng Terence Ng and
Jian{-}Gang Wang and
Wei{-}Yun Yau},
editor = {Julien Epps and
Fang Chen and
Sharon L. Oviatt and
Kenji Mase and
Andrew Sears and
Kristiina Jokinen and
Bj{\"{o}}rn W. Schuller},
title = {A multi-modal gesture recognition system using audio, video, and skeletal
joint data},
booktitle = {2013 International Conference on Multimodal Interaction, {ICMI} '13,
Sydney, NSW, Australia, December 9-13, 2013},
pages = {475--482},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2522848.2532593},
doi = {10.1145/2522848.2532593},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmi/NandakumarWCNWY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/JainNN13,
author = {Anil K. Jain and
Karthik Nandakumar and
Abhishek Nagar},
editor = {Patrizio Campisi},
title = {Fingerprint Template Protection: From Theory to Practice},
booktitle = {Security and Privacy in Biometrics},
pages = {187--214},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4471-5230-9\_8},
doi = {10.1007/978-1-4471-5230-9\_8},
timestamp = {Fri, 27 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/JainNN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/JainN12,
author = {Anil K. Jain and
Karthik Nandakumar},
title = {Biometric Authentication: System Security and User Privacy},
journal = {Computer},
volume = {45},
number = {11},
pages = {87--92},
year = {2012},
url = {https://doi.org/10.1109/MC.2012.364},
doi = {10.1109/MC.2012.364},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/JainN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/NagarNJ12,
author = {Abhishek Nagar and
Karthik Nandakumar and
Anil K. Jain},
title = {Multibiometric Cryptosystems Based on Feature-Level Fusion},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {7},
number = {1},
pages = {255--268},
year = {2012},
url = {https://doi.org/10.1109/TIFS.2011.2166545},
doi = {10.1109/TIFS.2011.2166545},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/NagarNJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/Nandakumar12,
author = {Karthik Nandakumar},
editor = {Anil K. Jain and
Arun Ross and
Salil Prabhakar and
Jaihie Kim},
title = {Fingerprint matching based on minutiae phase spectrum},
booktitle = {5th {IAPR} International Conference on Biometrics, {ICB} 2012, New
Delhi, India, March 29 - April 1, 2012},
pages = {216--221},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICB.2012.6199811},
doi = {10.1109/ICB.2012.6199811},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/icb/Nandakumar12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/JainFN10,
author = {Anil K. Jain and
Jianjiang Feng and
Karthik Nandakumar},
title = {Fingerprint Matching},
journal = {Computer},
volume = {43},
number = {2},
pages = {36--44},
year = {2010},
url = {https://doi.org/10.1109/MC.2010.38},
doi = {10.1109/MC.2010.38},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/JainFN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/NagarNJ10,
author = {Abhishek Nagar and
Karthik Nandakumar and
Anil K. Jain},
title = {A hybrid biometric cryptosystem for securing fingerprint minutiae
templates},
journal = {Pattern Recognit. Lett.},
volume = {31},
number = {8},
pages = {733--741},
year = {2010},
url = {https://doi.org/10.1016/j.patrec.2009.07.003},
doi = {10.1016/J.PATREC.2009.07.003},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/NagarNJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaforensics/NagarNJ10,
author = {Abhishek Nagar and
Karthik Nandakumar and
Anil K. Jain},
editor = {Nasir D. Memon and
Jana Dittmann and
Adnan M. Alattar and
Edward J. Delp},
title = {Biometric template transformation: a security analysis},
booktitle = {Media Forensics and Security II, part of the IS{\&}T-SPIE Electronic
Imaging Symposium, San Jose, CA, USA, January 18-20, 2010, Proceedings},
series = {{SPIE} Proceedings},
volume = {7541},
pages = {75410O},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.839976},
doi = {10.1117/12.839976},
timestamp = {Fri, 27 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mediaforensics/NagarNJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wifs/Nandakumar10,
author = {Karthik Nandakumar},
title = {A fingerprint cryptosystem based on minutiae phase spectrum},
booktitle = {2010 {IEEE} International Workshop on Information Forensics and Security,
{WIFS} 2010, Seattle, WA, USA, December 12-15, 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/WIFS.2010.5711456},
doi = {10.1109/WIFS.2010.5711456},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/wifs/Nandakumar10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/NandakumarJR09,
author = {Karthik Nandakumar and
Anil K. Jain and
Arun Ross},
editor = {Massimo Tistarelli and
Mark S. Nixon},
title = {Fusion in Multibiometric Identification Systems: What about the Missing
Data?},
booktitle = {Advances in Biometrics, Third International Conference, {ICB} 2009,
Alghero, Italy, June 2-5, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5558},
pages = {743--752},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01793-3\_76},
doi = {10.1007/978-3-642-01793-3\_76},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/icb/NandakumarJR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/RossN09,
author = {Arun Ross and
Karthik Nandakumar},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Fusion, Score-Level},
booktitle = {Encyclopedia of Biometrics},
pages = {611--616},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-73003-5\_158},
doi = {10.1007/978-0-387-73003-5\_158},
timestamp = {Fri, 27 Oct 2017 15:34:05 +0200},
biburl = {https://dblp.org/rec/reference/bio/RossN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/Nandakumar09,
author = {Karthik Nandakumar},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Security Issues, System Design},
booktitle = {Encyclopedia of Biometrics},
pages = {1152--1158},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-73003-5\_284},
doi = {10.1007/978-0-387-73003-5\_284},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/bio/Nandakumar09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/NandakumarJ09,
author = {Karthik Nandakumar and
Anil K. Jain},
editor = {Stan Z. Li and
Anil K. Jain},
title = {Soft Biometrics},
booktitle = {Encyclopedia of Biometrics},
pages = {1235--1239},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-73003-5\_225},
doi = {10.1007/978-0-387-73003-5\_225},
timestamp = {Fri, 27 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/bio/NandakumarJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/JainNN08,
author = {Anil K. Jain and
Karthik Nandakumar and
Abhishek Nagar},
title = {Biometric Template Security},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/579416},
doi = {10.1155/2008/579416},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/JainNN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NandakumarCDJ08,
author = {Karthik Nandakumar and
Yi Chen and
Sarat C. Dass and
Anil K. Jain},
title = {Likelihood Ratio-Based Biometric Score Fusion},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {2},
pages = {342--347},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2007.70796},
doi = {10.1109/TPAMI.2007.70796},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/NandakumarCDJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JainFNN08,
author = {Anil K. Jain and
Jianjiang Feng and
Abhishek Nagar and
Karthik Nandakumar},
title = {On matching latent fingerprints},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2008, Anchorage, AK, USA, 23-28 June, 2008},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPRW.2008.4563117},
doi = {10.1109/CVPRW.2008.4563117},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/JainFNN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/NagarNJ08,
author = {Abhishek Nagar and
Karthik Nandakumar and
Anil K. Jain},
title = {Securing fingerprint template: Fuzzy vault with minutiae descriptors},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761459},
doi = {10.1109/ICPR.2008.4761459},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/NagarNJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/NandakumarJP07,
author = {Karthik Nandakumar and
Anil K. Jain and
Sharath Pankanti},
title = {Fingerprint-Based Fuzzy Vault: Implementation and Performance},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {2},
number = {4},
pages = {744--757},
year = {2007},
url = {https://doi.org/10.1109/TIFS.2007.908165},
doi = {10.1109/TIFS.2007.908165},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/NandakumarJP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icb/NandakumarNJ07,
author = {Karthik Nandakumar and
Abhishek Nagar and
Anil K. Jain},
editor = {Seong{-}Whan Lee and
Stan Z. Li},
title = {Hardening Fingerprint Fuzzy Vault Using Password},
booktitle = {Advances in Biometrics, International Conference, {ICB} 2007, Seoul,
Korea, August 27-29, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4642},
pages = {927--937},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74549-5\_97},
doi = {10.1007/978-3-540-74549-5\_97},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/icb/NandakumarNJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0016486,
author = {Arun Ross and
Karthik Nandakumar and
Anil K. Jain},
title = {Handbook of Multibiometrics},
series = {The Kluwer international series on biometrics},
volume = {6},
publisher = {Springer},
year = {2006},
isbn = {978-0-387-22296-7},
timestamp = {Tue, 09 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0016486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/NandakumarCJD06,
author = {Karthik Nandakumar and
Yi Chen and
Anil K. Jain and
Sarat C. Dass},
title = {Quality-based Score Level Fusion in Multibiometric Systems},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {473--476},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.951},
doi = {10.1109/ICPR.2006.951},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/NandakumarCJD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JainNR05,
author = {Anil K. Jain and
Karthik Nandakumar and
Arun Ross},
title = {Score normalization in multimodal biometric systems},
journal = {Pattern Recognit.},
volume = {38},
number = {12},
pages = {2270--2285},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.01.012},
doi = {10.1016/J.PATCOG.2005.01.012},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/JainNR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avbpa/DassNJ05,
author = {Sarat C. Dass and
Karthik Nandakumar and
Anil K. Jain},
editor = {Takeo Kanade and
Anil K. Jain and
Nalini K. Ratha},
title = {A Principled Approach to Score Level Fusion in Multimodal Biometric
Systems},
booktitle = {Audio- and Video-Based Biometric Person Authentication, 5th International
Conference, {AVBPA} 2005, Hilton Rye Town, NY, USA, July 20-22, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3546},
pages = {1049--1058},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527923\_109},
doi = {10.1007/11527923\_109},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/avbpa/DassNJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JainNLP04,
author = {Anil K. Jain and
Karthik Nandakumar and
Xiaoguang Lu and
Unsang Park},
editor = {Davide Maltoni and
Anil K. Jain},
title = {Integrating Faces, Fingerprints, and Soft Biometric Traits for User
Recognition},
booktitle = {Biometric Authentication, {ECCV} 2004 International Workshop, BioAW
2004, Prague, Czech Republic, May 15, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3087},
pages = {259--269},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25976-3\_24},
doi = {10.1007/978-3-540-25976-3\_24},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/JainNLP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icba/JainDN04,
author = {Anil K. Jain and
Sarat C. Dass and
Karthik Nandakumar},
editor = {David Zhang and
Anil K. Jain},
title = {Soft Biometric Traits for Personal Recognition Systems},
booktitle = {Biometric Authentication, First International Conference, {ICBA} 2004,
Hong Kong, China, July 15-17, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3072},
pages = {731--738},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25948-0\_99},
doi = {10.1007/978-3-540-25948-0\_99},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icba/JainDN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/NandakumarJ04,
author = {Karthik Nandakumar and
Anil K. Jain},
editor = {Bhabatosh Chanda and
Sharat Chandran and
Larry S. Davis},
title = {Local Correlation-based Fingerprint Matching},
booktitle = {{ICVGIP} 2004, Proceedings of the Fourth Indian Conference on Computer
Vision, Graphics {\&} Image Processing, Kolkata, India, December
16-18, 2004},
pages = {503--508},
publisher = {Allied Publishers Private Limited},
year = {2004},
timestamp = {Fri, 27 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icvgip/NandakumarJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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