Pack: Towards Communication-Efficient Homomorphic Encryption in Federated Learning
Abstract
References
Index Terms
- Pack: Towards Communication-Efficient Homomorphic Encryption in Federated Learning
Recommendations
Poster: Efficient AES-GCM Decryption Under Homomorphic Encryption
CCS '23: Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications SecurityComputation delegation to untrusted third-party while maintaining data confidentiality is possible with homomorphic encryption (HE). However, in many cases, the data was encrypted using another cryptographic scheme such as AES-GCM. Hybrid encryption (...
Cryptanalysis of a homomorphic encryption scheme
Homomorphic encryption allows to make specific operations on private data which stays encrypted. While applications such as cloud computing require to have a practical solution, the encryption scheme must be secure. In this article, we detail and ...
A Pairing-based Homomorphic Encryption Scheme for Multi-User Settings
A new method is presented to privately outsource computation of different users. As a significant cryptographic primitive in cloud computing, homomorphic encryption HE can evaluate on ciphertext directly without decryption, thus avoid information ...
Comments
Information & Contributors
Information
Published In

Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Funding Sources
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 168Total Downloads
- Downloads (Last 12 months)168
- Downloads (Last 6 weeks)27
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in