SLSGD: Secure and Efficient Distributed On-device Machine Learning

Keyphrases

• On-chip Learning 100%
• Communication Requirements 50%
• Efficient Communication 50%
• Limited Communication 50%
• Worker number 50%
• Security Requirements 50%
• Attack Tolerance 50%
• Distributed Optimization Algorithm 50%
• Non-IID 50%
• Provable Convergence 50%
• Data Poisoning 50%
• Provable Robustness 50%
• Efficient Attack 50%

Computer Science

• Security Requirements 100%
• Communication Requirement 100%
• Distributed Optimization (Algorithms) 100%
• Machine Learning 100%
• Learning System 100%