Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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73 results for Nalini K. Ratha

Unravelling robustness of deep learning based face recognition against adversarial attacks
- - Gaurav Goswami
  - Nalini K. Ratha
  - et al.
- 2018
- AAAI 2018
Noise is inside me! generating adversarial perturbations with noise derived from natural filters
- - Akshay Agarwal
  - Mayank Vatsa
  - et al.
- 2020
- CVPRW 2020
DNDNet: Reconfiguring CNN for adversarial robustness
- - Akhil Goel
  - Akshay Agarwal
  - et al.
- 2020
- CVPRW 2020
Privacy enhanced decision tree inference
- - Kanthi Sarpatwar
  - Nalini K. Ratha
  - et al.
- 2020
- CVPRW 2020
Securing CNN Model and Biometric Template using Blockchain
- - Akhil Goel
  - Akshay Agarwal
  - et al.
- 2019
- BTAS 2019
Proving multimedia integrity using sanitizable signatures recorded on blockchain
- - Karthik Nandakumar
  - Nalini K. Ratha
  - et al.
- 2019
- IH and MMSec 2019
Towards deep neural network training on encrypted data
- - Karthik Nandakumar
  - Nalini K. Ratha
  - et al.
- 2019
- CVPRW 2019
Color-theoretic experiments to understand unequal gender classification accuracy from face images
- - Vidya Muthukumar
  - Tejaswini Pedapati
  - et al.
- 2019
- CVPRW 2019
DeepRing: Protecting deep neural network with blockchain
- - Akhil Goel
  - Akshay Agarwal
  - et al.
- 2019
- CVPRW 2019
Heterogeneity aware deep embedding for mobile periocular recognition
- - Rishabh Garg
  - Yashasvi Baweja
  - et al.
- 2018
- BTAS 2018