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Found 5 papers, 2 papers with code
Orchestrating Collaborative Cybersecurity: A Secure Framework for Distributed Privacy-Preserving Threat Intelligence Sharing
However, this activity presents challenges due to the tension between data sharing and confidentiality, that result in information retention often leading to a free-rider problem.
SoK: Privacy-Preserving Collaborative Tree-based Model Learning
Tree-based models are among the most efficient machine learning techniques for data mining nowadays due to their accuracy, interpretability, and simplicity.
POSEIDON: Privacy-Preserving Federated Neural Network Learning
In this paper, we address the problem of privacy-preserving training and evaluation of neural networks in an $N$-party, federated learning setting.
Privacy and Integrity Preserving Computations with CRISP
Service providers are interested in verifying the integrity of the users' data to improve their services and obtain useful knowledge for their business.
Cryptography and Security
Decentralized Privacy-Preserving Proximity Tracing
This document describes and analyzes a system for secure and privacy-preserving proximity tracing at large scale.
Cryptography and Security Computers and Society
