Privacy preservation in federated learning: An insightful survey from the GDPR perspective

Keyphrases

• Data Leakage 16%
• Data Misuse 33%
• Data Privacy 16%
• Data Protection Regulation 16%
• Data Security 16%
• Distributed Collaborative Learning 16%
• EU-UK 16%
• Existing Challenges 16%
• Federated Learning 100%
• General Data Protection Regulation 100%
• Heterogeneous Data Sources 16%
• Learning-enabled Systems 33%
• Machine Learning Approach 16%
• Machine Learning Based 33%
• On-device 16%
• Personal Data 16%
• Privacy Attack 16%
• Privacy Concerns 16%
• Privacy Guarantees 16%
• Privacy Preservation Techniques 16%
• Privacy-preserving 100%
• Regulation Requirement 16%
• Regulatory Guidelines 16%
• Service Provider 16%
• Training Data 16%

Computer Science

• Collaborative Learning 16%
• Collecting Data 16%
• Data Privacy 16%
• Data Protection 16%
• Data Security 16%
• Federated Learning 100%
• General Data Protection Regulation 100%
• Learning System 33%
• Machine Learning 33%
• Machine Learning Approach 16%
• Managing Data 16%
• Personal Data 16%
• Privacy Preservation 100%
• Protection Regulation 16%
• Sensitive Informations 16%
• Service Provider 16%
• Training Data 16%