On the Robustness of Face Recognition Algorithms Against Attacks and Bias

Richa Singh , Shruti Nagpal , Maneet Singh , Akshay Agarwal
arXiv: Computer Vision and Pattern Recognition

53
2020
Securing CNN Model and Biometric Template using Blockchain

Nalini Ratha , Richa Singh , Akshay Agarwal , Akhil Goel
arXiv: Cryptography and Security

19
2020
Cognitive data augmentation for adversarial defense via pixel masking

Nalini K. Ratha , Richa Singh , Akshay Agarwal , Mayank Vatsa
Pattern Recognition Letters 146 244 -251

17
2021
DAMAD: Database, Attack, and Model Agnostic Adversarial Perturbation Detector.

Nalini K Ratha , Gaurav Goswami , Richa Singh , Akshay Agarwal
IEEE Transactions on Neural Networks 1 -13

11
2021
MixNet for Generalized Face Presentation Attack Detection

Richa Singh , Akshay Agarwal , Mayank Vatsa , Sushant Kumar Singh
international conference on pattern recognition 5511 -5518

2021
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings

Richa Singh , Akshay Agarwal , Mayank Vatsa , Mehak Gupta
international conference on pattern recognition 5318 -5325

2021
Attack Agnostic Adversarial Defense via Visual Imperceptible Bound

Richa Singh , Akshay Agarwal , Saheb Chhabra , Mayank Vatsa
international conference on pattern recognition 5302 -5309

2021
Image Transformation based Defense Against Adversarial Perturbation on Deep Learning Models

Akshay Agarwal , Richa Singh , Mayank Vatsa , Nalini K. Ratha
IEEE Transactions on Dependable and Secure Computing 1 -1

31
2020
Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition

Gaurav Goswami , Akshay Agarwal , Nalini Ratha , Richa Singh
International Journal of Computer Vision 127 ( 6) 719 -742

89
2019
Deceiving the Protector: Fooling Face Presentation Attack Detection Algorithms

Akshay Agarwal , Akarsha Sehwag , Mayank Vatsa , Richa Singh
international conference on biometrics 1 -6

11
2019
Crafting A Panoptic Face Presentation Attack Detector

Suril Mehta , Anannya Uberoi , Akshay Agarwal , Mayank Vatsa
international conference on biometrics 1 -6

10
2019
SWAPPED! Digital face presentation attack detection via weighted local magnitude pattern

Akshay Agarwal , Richa Singh , Mayank Vatsa , Afzel Noore
2017 IEEE International Joint Conference on Biometrics (IJCB) 659 -665

28
2017
Are Image-Agnostic Universal Adversarial Perturbations for Face Recognition Difficult to Detect?

Akshay Agarwal , Richa Singh , Mayank Vatsa , Nalini Ratha
2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS) 1 -7

49
2018
SmartBox: Benchmarking Adversarial Detection and Mitigation Algorithms for Face Recognition

Akhil Goel , Anirudh Singh , Akshay Agarwal , Mayank Vatsa
2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS) 1 -7

41
2018
CHIF: Convoluted Histogram Image Features for Detecting Silicone Mask based Face Presentation Attack

Akshay Agarwal , Mayank Vatsa , Richa Singh
2019 IEEE 10th International Conference on Biometrics Theory, Applications and Systems (BTAS) 1 -5

2
2019
Latent fingerprint from multiple surfaces: Database and quality analysis

Anush Sankaran , Akshay Agarwal , Rohit Keshari , Soumyadeep Ghosh
international conference on biometrics theory applications and systems 1 -6

6
2015
Mobile periocular matching with pre-post cataract surgery

Rohit Keshari , Soumyadeep Ghosh , Akshay Agarwal , Richa Singh
international conference on image processing 3116 -3120

10
2016
Robotic Control using Hand Gesture Recognition baesd on FFT Analysis

Akshay Agarwal , Neha Singh , GC Nandi ,
International Journal of Signal Processing, Image Processing and Pattern Recognition 7 ( 2) 295 -304

2014
The Role of 'Sign' and 'Direction' of Gradient on the Performance of CNN

Akshay Agarwal , Richa Singh , Mayank Vatsa
computer vision and pattern recognition 2748 -2756

11
2020
Noise is Inside Me! Generating Adversarial Perturbations with Noise Derived from Natural Filters

Akshay Agarwal , Mayank Vatsa , Richa Singh , Nalini K. Ratha
computer vision and pattern recognition 3354 -3363

17
2020