Concepedia

Privacy-preserving multi-party deep learning based on homomorphic proxy re-encryption

Xiaoying Shen, Xue Luo, Yuan Feng, Baocang Wang, Yange Chen, Dianhua Tang, Le Gao

Journal of Systems Architecture · 2023 · 15 citations · 19 references

Concepts

ComputingComputer ScienceCybersecurityCryptographyMachine LearningPrivacy EngineeringData ProtectionDifferential PrivacyFederated LearningHomomorphic EncryptionPrivacy-preserving ProtocolsSecure Multi-party ComputationPrivacy-preserving LearningPrivacy-preserving Machine LearningPrivacy-preserving Model TrainingProxy Re-encryptionProxy Re-encryption Protocols

References

19

An overview of gradient descent optimization algorithms

Sebastian Ruder · arXiv (Cornell University) · 2016 · 4.8K citations · Full text

Computing, Computer Science, Algorithms +15

Privacy-Preserving Deep Learning

Reza Shokri, Vitaly Shmatikov · 2015 · 2.3K citations

Computing, Computer Science, Computer Security +15

VerifyNet: Secure and Verifiable Federated Learning

Guowen Xu, Hongwei Li, Sen Liu et al. · IEEE Transactions on Information Forensics and Security · 2019 · 792 citations

Computing, Computer Science, Cybersecurity +14

Monte Carlo Methods for Index Computation (mod p)

J. M. Pollard · Mathematics of Computation · 1978 · 363 citations

Computing, Computer Science, Algorithms +12

Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing

Brett K. Beaulieu‐Jones, Zhiwei Steven Wu, Chris Williams et al. · Circulation Cardiovascular Quality and Outcomes · 2019 · 339 citations · Full text

Computing, Data Science, Health Informatics +17