Nalini K. Ratha

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 68

Top Venues

CoRR

CVPR Workshops

IEEE Trans. Biom. Behav. Identity Sci.

ICPR

Publications

Shengcai Liao, Xiaoming Liu, Massimo Tistarelli, Rama Chellappa, Josef Kittler, Nalini K. Ratha
Editorial. IEEE Trans. Biom. Behav. Identity Sci. 6 (3) (2024)
Akshay Agarwal, Nalini K. Ratha
Deepfake: Classifiers, Fairness, and Demographically Robust Algorithm. FG (2024)
Bharat Yalavarthi, Arjun Ramesh Kaushik, Arun Ross, Vishnu Boddeti, Nalini K. Ratha
Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption. FG (2024)
Aditya Malik, Nalini K. Ratha, Bharat Yalavarthi, Tilak Sharma, Arjun Ramesh Kaushik, Charanjit Jutla
Confidential and Protected Disease Classifier using Fully Homomorphic Encryption. CoRR (2024)
Bharat Yalavarthi, Arjun Ramesh Kaushik, Arun Ross, Vishnu Boddeti, Nalini K. Ratha
Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption. CoRR (2024)
Vatsal Aggarwal, Arjun Ramesh Kaushik, Charanjit Jutla, Nalini K. Ratha
Enhancing Privacy and Security of Autonomous UAV Navigation. CoRR (2024)
Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Corruption depth: Analysis of DNN depth for misclassification. Neural Networks 172 (2024)
Tilak Sharma, Mahika Wason, Vishnu Boddeti, Arun Ross, Nalini K. Ratha
Fully Homomorphic Encryption Operators for Score and Decision Fusion in Biometric Identification. WIFS (2023)
Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini K. Ratha
IBAttack: Being Cautious About Data Labels. IEEE Trans. Artif. Intell. 4 (6) (2023)
Gaurav Goswami, Akshay Agarwal, Nalini K. Ratha, Richa Singh, Mayank Vatsa
Federated Learning for Local and Global Data Distribution. Tiny Papers @ ICLR (2023)
Bhavin Jawade, Deen Dayal Mohan, Srirangaraj Setlur, Nalini K. Ratha, Venu Govindaraju
RidgeBase: A Cross-Sensor Multi-Finger Contactless Fingerprint Dataset. CoRR (2023)
Nalini K. Ratha
Introduction of New Associate Editors in Chief. IEEE Trans. Biom. Behav. Identity Sci. 5 (2) (2023)
Akshay Agarwal, Nalini K. Ratha, Richa Singh, Mayank Vatsa
Robustness Against Gradient based Attacks through Cost Effective Network Fine-Tuning. CVPR Workshops (2023)
Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Parameter agnostic stacked wavelet transformer for detecting singularities. Inf. Fusion 95 (2023)
Akshay Agarwal, Nalini K. Ratha, Afzel Noore, Richa Singh, Mayank Vatsa
Misclassifications of Contact Lens Iris PAD Algorithms: Is it Gender Bias or Environmental Conditions? WACV (2023)
Ojaswee, Akshay Agarwal, Nalini K. Ratha
Benchmarking Image Classifiers for Physical Out-of-Distribution Examples Detection. ICCV (Workshops) (2023)
Nalini K. Ratha
Introduction of New Associate Editors in Chief. IEEE Trans. Biom. Behav. Identity Sci. 4 (2) (2022)
Luke Sperling, Nalini K. Ratha, Arun Ross, Vishnu Naresh Boddeti
HEFT: Homomorphically Encrypted Fusion of Biometric Templates. CoRR (2022)
Akshay Agarwal, Gaurav Goswami, Mayank Vatsa, Richa Singh, Nalini K. Ratha
DAMAD: Database, Attack, and Model Agnostic Adversarial Perturbation Detector. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Luke Sperling, Nalini K. Ratha, Arun Ross, Vishnu Naresh Boddeti
HEFT: Homomorphically Encrypted Fusion of Biometric Templates. IJCB (2022)
Bhavin Jawade, Deen Dayal Mohan, Srirangaraj Setlur, Nalini K. Ratha, Venu Govindaraju
RidgeBase: A Cross-Sensor Multi-Finger Contactless Fingerprint Dataset. IJCB (2022)
Vishi Jain, Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Robust IRIS Presentation Attack Detection Through Stochastic Filter Noise. ICPR (2022)
Akshay Agarwal, Nalini K. Ratha, Mayank Vatsa, Richa Singh
Exploring Robustness Connection between Artificial and Natural Adversarial Examples. CVPR Workshops (2022)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
PPDL - Privacy Preserving Deep Learning Using Homomorphic Encryption. COMAD/CODS (2022)
Akshay Agarwal, Nalini K. Ratha, Mayank Vatsa, Richa Singh
Crafting Adversarial Perturbations via Transformed Image Component Swapping. IEEE Trans. Image Process. 31 (2022)
Akshay Agarwal, Nalini K. Ratha, Mayank Vatsa, Richa Singh
Norm Adversaries. ECCV Workshops (1) (2022)
Bhavin Jawade, Akshay Agarwal, Srirangaraj Setlur, Nalini K. Ratha
Multi Loss Fusion For Matching Smartphone Captured Contactless Finger Images. WIFS (2021)
Nalini K. Ratha, Richa Singh, Vitomir Struc, Ioannis A. Kakadiaris, P. Jonathon Phillips, Mayank Vatsa
TBIOM Special Issue on "Best Reviewed Papers From IJCB 2020 - Editorial". IEEE Trans. Biom. Behav. Identity Sci. 3 (4) (2021)
Nalini K. Ratha
Greetings From the New Editor-in-Chief (EiC). IEEE Trans. Biom. Behav. Identity Sci. 3 (4) (2021)
Akshay Agarwal, Nalini K. Ratha, Mayank Vatsa, Richa Singh
Impact of Super-Resolution and Human Identification in Drone Surveillance. WIFS (2021)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
Efficient CNN Building Blocks for Encrypted Data. CoRR (2021)
Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Intelligent and Adaptive Mixup Technique for Adversarial Robustness. ICIP (2021)
Richa Singh, Mayank Vatsa, Nalini K. Ratha
Trustworthy AI. COMAD/CODS (2021)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
CryptInfer: Enabling Encrypted Inference on Skin Lesion Images for Melanoma Detection. AIMLSystems (2021)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
Optimizing Homomorphic Encryption based Secure Image Analytics. MMSP (2021)
Kanthi K. Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculín
Efficient Encrypted Inference on Ensembles of Decision Trees. CoRR (2021)
Akshay Agarwal, Nalini K. Ratha, Mayank Vatsa, Richa Singh
When Sketch Face Recognition Meets Mask Obfuscation: Database and Benchmark. FG (2021)
Akshay Agarwal, Nalini K. Ratha
Black-Box Adversarial Entry in Finance through Credit Card Fraud Detection. CIKM Workshops (2021)
Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Cognitive data augmentation for adversarial defense via pixel masking. Pattern Recognit. Lett. 146 (2021)
Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Image Transformation-Based Defense Against Adversarial Perturbation on Deep Learning Models. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Alex Pentland, Maurice Herlihy
Blockchain: From Technology to Marketplaces. Computer 53 (7) (2020)
Kanthi K. Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Karthikeyan Shanmugam, James T. Rayfield, Sharath Pankanti, Roman Vaculín
Privacy Enhanced Decision Tree Inference. CVPR Workshops (2020)
Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Noise is Inside Me! Generating Adversarial Perturbations with Noise Derived from Natural Filters. CVPR Workshops (2020)
Richa Singh, Mayank Vatsa, Nalini K. Ratha
Trustworthy AI. CoRR (2020)
Akhil Goel, Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
DNDNet: Reconfiguring CNN for Adversarial Robustness. CVPR Workshops (2020)
Akhil Goel, Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Securing CNN Model and Biometric Template using Blockchain. CoRR (2020)
Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Shai Halevi
Towards Deep Neural Network Training on Encrypted Data. CVPR Workshops (2019)
Akhil Goel, Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
DeepRing: Protecting Deep Neural Network With Blockchain. CVPR Workshops (2019)
Akhil Goel, Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Securing CNN Model and Biometric Template using Blockchain. BTAS (2019)
Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Deep Learning for Face Recognition: Pride or Prejudiced? CoRR (2019)
Michele Merler, Nalini K. Ratha, Rogério Schmidt Feris, John R. Smith
Diversity in Faces. CoRR (2019)
Maneet Singh, Richa Singh, Mayank Vatsa, Nalini K. Ratha, Rama Chellappa
Recognizing Disguised Faces in the Wild. IEEE Trans. Biom. Behav. Identity Sci. 1 (2) (2019)
Gaurav Goswami, Akshay Agarwal, Nalini K. Ratha, Richa Singh, Mayank Vatsa
Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition. Int. J. Comput. Vis. 127 (6-7) (2019)
Karthik Nandakumar, Nalini K. Ratha, Sharathchandra Pankanti
Proving Multimedia Integrity using Sanitizable Signatures Recorded on Blockchain. IH&MMSec (2019)
Vineet Kushwaha, Maneet Singh, Richa Singh, Mayank Vatsa, Nalini K. Ratha, Rama Chellappa
Disguised Faces in the Wild. CVPR Workshops (2018)
Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Are Image-Agnostic Universal Adversarial Perturbations for Face Recognition Difficult to Detect? BTAS (2018)
Rishabh Garg, Yashasvi Baweja, Soumyadeep Ghosh, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Heterogeneity Aware Deep Embedding for Mobile Periocular Recognition. BTAS (2018)
Maneet Singh, Richa Singh, Mayank Vatsa, Nalini K. Ratha, Rama Chellappa
Recognizing Disguised Faces in the Wild. CoRR (2018)
Rishabh Garg, Yashasvi Baweja, Soumyadeep Ghosh, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Heterogeneity Aware Deep Embedding for Mobile Periocular Recognition. CoRR (2018)
Gaurav Goswami, Nalini K. Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks. CoRR (2018)
Vidya Muthukumar, Tejaswini Pedapati, Nalini K. Ratha, Prasanna Sattigeri, Chai-Wah Wu, Brian Kingsbury, Abhishek Kumar, Samuel Thomas, Aleksandra Mojsilovic, Kush R. Varshney
Understanding Unequal Gender Classification Accuracy from Face Images. CoRR (2018)
Gaurav Goswami, Nalini K. Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks. AAAI (2018)
Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Shelby Darnell
Secure one-time biometrie tokens for non-repudiable multi-party transactions. WIFS (2017)
Talha Ahmad Siddiqui, Samarth Bharadwaj, Tejas I. Dhamecha, Akshay Agarwal, Mayank Vatsa, Richa Singh, Nalini K. Ratha
Face anti-spoofing with multifeature videolet aggregation. ICPR (2016)
Christos Sagonas, Yannis Panagakis, Saritha Arunkumar, Nalini K. Ratha, Stefanos Zafeiriou
Back to the future: A fully automatic method for robust age progression. ICPR (2016)
Yu Cheng, Nalini K. Ratha, Sharath Pankanti
Outlier faces detector via efficient cohesive subgraph identification. ICIP (2016)
Gaurav Goswami, Nalini K. Ratha, Richa Singh, Mayank Vatsa
Improving classifier fusion via Pool Adjacent Violators normalization. ICPR (2016)
Xi Peng, Nalini K. Ratha, Sharathchandra Pankanti
Learning face recognition from limited training data using deep neural networks. ICPR (2016)
Vishal M. Patel, Nalini K. Ratha, Rama Chellappa
Cancelable Biometrics: A review. IEEE Signal Process. Mag. 32 (5) (2015)
Nalini K. Ratha, Jonathan H. Connell, Sharath Pankanti
Big Data approach to biometric-based identity analytics. IBM J. Res. Dev. 59 (2/3) (2015)
Himanshu S. Bhatt, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Improving Cross-Resolution Face Matching Using Ensemble-Based Co-Transfer Learning. IEEE Trans. Image Process. 23 (12) (2014)
Hagai Aronowitz, Min Li, Orith Toledo-Ronen, Sivan Harary, Amir B. Geva, Shay Ben-David, Asaf Rendel, Ron Hoory, Nalini K. Ratha, Sharath Pankanti, David Nahamoo
Multi-modal biometrics for mobile authentication. IJCB (2014)
Min Li, Shenghua Bao, Weihong Qian, Zhong Su, Nalini K. Ratha
Face recognition using early biologically inspired features. BTAS (2013)
Jonathan Connell, Nalini K. Ratha, James E. Gentile, Ruud M. Bolle
Fake iris detection using structured light. ICASSP (2013)
Noel C. F. Codella, Jonathan Connell, Nalini K. Ratha, Jonathan W. Weinsaft
Cardiac anatomy as a biometric. ICIP (2012)
Himanshu S. Bhatt, Richa Singh, Mayank Vatsa, Nalini K. Ratha
Matching cross-resolution face images using co-transfer learning. ICIP (2012)
Vivek Tyagi, Hima P. Karanam, Tanveer A. Faruquie, L. Venkata Subramaniam, Nalini K. Ratha
Fusing biographical and biometric classifiers for improved person identification. ICPR (2012)
Sharath Pankanti, Lisa M. Brown, Jonathan H. Connell, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Norman Haas, Ying Li, Nalini K. Ratha, Hoang Trinh
Practical computer vision: Example techniques and challenges. IBM J. Res. Dev. 55 (5) (2011)
Vivek Tyagi, Nalini K. Ratha
Biometric score fusion through discriminative training. CVPR Workshops (2011)
Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa, Nalini K. Ratha
Secure and Robust Iris Recognition Using Random Projections and Sparse Representations. IEEE Trans. Pattern Anal. Mach. Intell. 33 (9) (2011)
Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa, Nalini K. Ratha
Sectored Random Projections for Cancelable Iris Biometrics. ICASSP (2010)
Jayanta Basak, Kiran Kate, Vivek Tyagi, Nalini K. Ratha
A Gradient Descent Approach for Multi-modal Biometric Identification. ICPR (2010)
Jayanta Basak, Kiran Kate, Vivek Tyagi, Nalini K. Ratha
QPLC: A novel multimodal biometric score fusion method. CVPR Workshops (2010)
Nalini K. Ratha
Privacy Protection in High Security Biometrics Applications. ICEB (2010)
V. Ramakrishnan, Nalini K. Ratha
Redundancy and diversity measure inspired biometrics fusion. CVPR Workshops (2010)
Gaurav Aggarwal, Nalini K. Ratha, Jonathan H. Connell, Ruud M. Bolle
Physics-based revocable face recognition. ICASSP (2008)
Gaurav Aggarwal, Nalini K. Ratha, Ruud M. Bolle, Rama Chellappa
Multi-biometric cohort analysis for biometric fusion. ICASSP (2008)
Jinyu Zuo, Nalini K. Ratha, Jonathan H. Connell
Cancelable iris biometric. ICPR (2008)
Jinyu Zuo, Nalini K. Ratha, Jonathan H. Connell
A new approach for iris segmentation. CVPR Workshops (2008)
Achint Oommen Thomas, Nalini K. Ratha, Jonathan H. Connell, Ruud M. Bolle
Comparative analysis of registration based and registration free methods for cancelable fingerprint biometrics. ICPR (2008)
K. W. Boyer, Venu Govindaraju, Nalini K. Ratha
Introduction to the Special Issue on Recent Advances in Biometric Systems [Guest Editorial]. IEEE Trans. Syst. Man Cybern. Part B 37 (5) (2007)
Nalini K. Ratha, Sharat Chikkerur, Jonathan H. Connell, Ruud M. Bolle
Generating Cancelable Fingerprint Templates. IEEE Trans. Pattern Anal. Mach. Intell. 29 (4) (2007)
Faisal Farooq, Ruud M. Bolle, Tsai-Yang Jea, Nalini K. Ratha
Anonymous and Revocable Fingerprint Recognition. CVPR (2007)
Bir Bhanu, Nalini K. Ratha, B. V. K. Vijaya Kumar, Rama Chellappa, Josef Bigün
Guest Editorial: Special Issue on Human Detection and Recognition. IEEE Trans. Inf. Forensics Secur. 2 (3-2) (2007)
Nalini K. Ratha, Jonathan H. Connell, Ruud M. Bolle, Sharat Chikkerur
Cancelable Biometrics: A Case Study in Fingerprints. ICPR (4) (2006)
Sharat Chikkerur, Sharath Pankanti, Alan Jea, Nalini K. Ratha, Ruud M. Bolle
Fingerprint Representation Using Localized Texture Features. ICPR (4) (2006)
Gaurav Aggarwal, Nalini K. Ratha, Ruud M. Bolle
Biometric Verification: Looking Beyond Raw Similarity Scores. CVPR Workshops (2006)
John R. Smith, David S. Doermann, Amarnath Gupta, Jonathan Goldstein, Uri Shaft, Nalini K. Ratha
Multimedia applications: beyond similarity searches. CVDB (2005)
Sharat Chikkerur, Nalini K. Ratha
Impact of Singular Point Detection on Fingerprint Matching Performance. AutoID (2005)
Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, Andrew W. Senior
The Relation between the ROC Curve and the CMC. AutoID (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nalini K. Ratha