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Search results for federated learning homomorphic encryption
federated-learning
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homomorphic-encryption
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11 search results found
Secretflow
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2,101
A unified framework for privacy-preserving data analysis and machine learning
Rosetta
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451
A Privacy-Preserving Framework Based on TensorFlow
Aijack
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283
Security and Privacy Risk Simulator for Machine Learning
Federated
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18
Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data
Recsys2021 Pursuing Privacy
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18
Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands
Flashe
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16
[arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
Federated Learning Poc
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13
Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.
Seceumfl
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10
SeceumFL 联邦学习系统v3.2版本是神谱科技(上海)有限公司基于FATE进行开发的联邦学习产品, SeceumFL具备了安全隔离域、可信计算、联邦建模等技术能力,有效保障数据安全和用户隐私,支持多方
Fedboosting
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8
Official implementation for paper "FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition"
Federated_he
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7
Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.
Defending Federated Learning System
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7
Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from data/model poisoning and reverse engineering attacks.
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