NN-EMD: Efficiently Training Neural Networks Using Encrypted Multi-Sourced Datasets
- Runhua Xu
- James Joshi
- et al.
- 2021
- IEEE TDSC
Publications
65 results for Fully Homomorphic Encryption
Complex Encoded Tile Tensors: Accelerating Encrypted Analytics
- Ehud Aharoni
- Nir Drucker
- et al.
- 2021
- IEEE Security and Privacy
Secure k-Anonymization over Encrypted Databases
- Manish Kesarwani
- Akshar Kaul
- et al.
- 2021
- CLOUD 2021
Perun: Confidential Multi-Stakeholder Machine Learning Framework with Hardware Acceleration Support
- Wojciech Ozga
- Do Le Quoc
- et al.
- 2021
- IFIP DBSec 2021
MYSTIKO: Cloud-mediated, private, federated gradient descent
- Jayaram Kr Kallapalayam Radhakrishnan
- Archit Verma
- et al.
- 2020
- CLOUD 2020
Revisiting Secure Computation Using Functional Encryption: Opportunities and Research Directions
- Runhua Xu
- James Joshi
- 2020
- TPS-ISA 2020
Privacy enhanced decision tree inference
- Kanthi Sarpatwar
- Nalini K. Ratha
- et al.
- 2020
- CVPRW 2020
Privacy-preserving gaussian process regression - a modular approach to the application of homomorphic encryption
- Peter Fenner
- Edward O. Pyzer-Knapp
- 2020
- AAAI 2020
Towards a Homomorphic Machine Learning Big Data Pipeline for the Financial Services Sector
- Oliver Masters
- Hamish Hunt
- et al.
- 2020
- RWC 2020
Homomorphically securing ai at the edge
- Jakob Naucke
- Hamish Hunt
- et al.
- 2019
- AIChallengeIoT/ACM SenSys 2019