Information Theoretic Private Inference in Quantized Models

Keyphrases

• Information Theory 100%
• Quantized Model 100%
• Private Inference 100%
• Inner Product 50%
• Neural Network 25%
• Data Distribution 25%
• Machine Learning Models 25%
• User Data 25%
• Cryptography 25%
• Family Model 25%
• Large Families 25%
• Private Information Retrieval 25%
• Continuous Data 25%
• Homomorphic Encryption 25%
• Multi-party Computation 25%
• Parameter Vector 25%
• Binarization 25%
• Confidential Information 25%
• Accuracy Loss 25%
• Server Model 25%
• Ease of Implementation 25%
• Binary Arithmetic 25%
• Intellectual Property 25%
• Fixed-point Representation 25%
• User Desires 25%
• Computational Overhead 25%

Computer Science

• Information Retrieval 100%
• Data Distribution 50%
• Fixed Points 50%
• Neural Network 50%
• Parameter Vector 50%
• Continuous Data 50%
• Confidential Information 50%
• User Data 50%
• Point Representation 50%
• Machine Learning Model 50%
• Cryptography 50%
• Intellectual Property 50%