65 citations · 78 across the 6 of their papers we have counts for
10 papers
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection
Aayushi Agarwal, Akshay Agarwal, Sayan Sinha +2
The rapid progress in the ease of creating and spreading ultra-realistic media over social platforms calls for an urgent need to develop a generalizable deepfake detection techniqu…
Evaluating Empathetic Chatbots in Customer Service Settings
Akshay Agarwal, Shashank Maiya, Sonu Aggarwal
Customer service is a setting that calls for empathy in live human agent responses. Recent advances have demonstrated how open-domain chatbots can be trained to demonstrate empathy…
WaveTransform: Crafting Adversarial Examples via Input Decomposition
Divyam Anshumaan, Akshay Agarwal, Mayank Vatsa +1
Frequency spectrum has played a significant role in learning unique and discriminating features for object recognition. Both low and high frequency information present in images ha…
Attack Agnostic Adversarial Defense via Visual Imperceptible Bound
Saheb Chhabra, Akshay Agarwal, Richa Singh +1
The high susceptibility of deep learning algorithms against structured and unstructured perturbations has motivated the development of efficient adversarial defense algorithms. How…
MixNet for Generalized Face Presentation Attack Detection
Nilay Sanghvi, Sushant Kumar Singh, Akshay Agarwal +2
The non-intrusive nature and high accuracy of face recognition algorithms have led to their successful deployment across multiple applications ranging from border access to mobile…
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings
Mehak Gupta, Vishal Singh, Akshay Agarwal +2
Presentation attacks are posing major challenges to most of the biometric modalities. Iris recognition, which is considered as one of the most accurate biometric modality for perso…
Securing CNN Model and Biometric Template using Blockchain
Akhil Goel, Akshay Agarwal, Mayank Vatsa +2
Blockchain has emerged as a leading technology that ensures security in a distributed framework. Recently, it has been shown that blockchain can be used to convert traditional bloc…
On the Robustness of Face Recognition Algorithms Against Attacks and Bias
Richa Singh, Akshay Agarwal, Maneet Singh +2
Face recognition algorithms have demonstrated very high recognition performance, suggesting suitability for real world applications. Despite the enhanced accuracies, robustness of…
IBM Functional Genomics Platform, A Cloud-Based Platform for Studying Microbial Life at Scale
Edward E. Seabolt, Gowri Nayar, Harsha Krishnareddy +7
The rapid growth in biological sequence data is revolutionizing our understanding of genotypic diversity and challenging conventional approaches to informatics. With the increasing…
Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks
Gaurav Goswami, Nalini Ratha, Akshay Agarwal +2
Deep neural network (DNN) architecture based models have high expressive power and learning capacity. However, they are essentially a black box method since it is not easy to mathe…