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Privacy-Preserving Embeddings

2018
In this chapter, we illustrate main results on privacy-preserving embeddings. Here, security properties of embeddings are analyzed by considering two possible scenarios for their use. In the first case, a client submits a query containing sensitive information to a server, which should respond to the query without gaining access to the private ...
Matteo Testa   +3 more
openaire   +1 more source

Practical Secure Aggregation for Privacy-Preserving Machine Learning

IACR Cryptology ePrint Archive, 2017
Keith Bonawitz   +8 more
semanticscholar   +1 more source

SecureML: A System for Scalable Privacy-Preserving Machine Learning

IEEE Symposium on Security and Privacy, 2017
Payman Mohassel, Yupeng Zhang
semanticscholar   +1 more source

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

IEEE Transactions on Information Forensics and Security, 2018
L. T. Phong   +4 more
semanticscholar   +1 more source

A Comprehensive Survey of Privacy-preserving Federated Learning

ACM Computing Surveys, 2022
Xuefei Yin, Yanming Zhu, Jiankun Hu
exaly  

Location Privacy-preserving Mechanisms in Location-based Services

ACM Computing Surveys, 2022
Hongbo Jiang, Ping Zhao, Fanzi Zeng
exaly  

Privacy-preserving federated learning for residential short-term load forecasting

Applied Energy, 2022
Joaquin Delgado Fernandez   +2 more
exaly  

Privacy-Preserving Protocols

1998
One of the exciting mathematical developments of the past decade was the discovery of so-called uncrackable public key codes. These are codes with the characteristic that everyone knows the method of encryption, but the amount of calculation required for an outsider to break the code is considered beyond present computational capabilities.
openaire   +1 more source

Survey on Privacy-Preserving Techniques for Microdata Publication

ACM Computing Surveys, 2023
Tânia Carvalho, Nuno Moniz, Pedro Faria
exaly  

Hawk: The Blockchain Model of Cryptography and Privacy-Preserving Smart Contracts

IEEE Symposium on Security and Privacy, 2016
Ahmed E. Kosba   +4 more
semanticscholar   +1 more source

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