Protecting Decision Boundary of Machine Learning Model With Differentially Private Perturbation

Keyphrases

• Decision Boundary 100%
• Machine Learning Models 100%
• Differential Privacy 100%
• Differentially Private 100%
• Adversary 66%
• Perturbation-iteration Algorithm 66%
• Nonlinear Model 33%
• Differential Property 33%
• Randomized Response 33%
• One-bit 33%
• Hard Boundary 33%
• Obfuscation 33%
• Monetization 33%
• Replica Model 33%
• Binary Model 33%
• Service API 33%
• Extraction Attacks 33%
• Adaptive Perturbation 33%
• Soft Boundary 33%
• Machine Learning Service 33%
• Proprietary Model 33%
• Privacy Guarantees 33%
• High Utility Patterns 33%
• Prediction Response 33%
• Multiclass Models 33%

Computer Science

• Differential Privacy 100%
• Decision Boundary 100%
• Machine Learning 100%
• Learning System 100%
• Nonlinear Model 33%