Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption

Keyphrases

• Hate 100%
• Homomorphic Encryption 100%
• Split Learning 100%
• Privacy-preserving Training 100%
• Activation Map 50%
• Privacy Leakage 50%
• Machine Learning Models 33%
• User Privacy 16%
• Training Data 16%
• Training Process 16%
• Mitigation Techniques 16%
• Learning-based 16%
• Data Privacy 16%
• Encrypted Data 16%
• Learning Settings 16%
• Collaborative Learning Activities 16%
• Plaintext 16%
• Parameters Training 16%
• Client Data 16%

Computer Science

• Privacy Preserving 100%
• Homomorphic Encryption 100%
• Privacy Leakage 100%
• Machine Learning 66%
• Training Data 33%
• Training Process 33%
• Learning Technique 33%
• User Privacy 33%
• Collaborative Learning 33%
• Data Privacy 33%
• Encrypted Data 33%
• Data-Client 33%