Nayna Jain

According to our database, Nayna Jain authored at least 4 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

PPDL - Privacy Preserving Deep Learning Using Homomorphic Encryption.

Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021

Efficient CNN Building Blocks for Encrypted Data.

Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar

CoRR, 2021

Optimizing Homomorphic Encryption based Secure Image Analytics.

Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

CryptInfer: Enabling Encrypted Inference on Skin Lesion Images for Melanoma Detection.

Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar

Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021