AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing

Keyphrases

• Edge Computing 100%
• Model Adaptivity 100%
• DNN Model 100%
• Private Inference 100%
• Energy Budget 50%
• Edge Devices 33%
• Inference Methods 33%
• Resource Constraints 33%
• Binary Mask 33%
• Soft Mask 33%
• Promising Solutions 16%
• Test Accuracy 16%
• User Privacy 16%
• User Model 16%
• Model Weight 16%
• Dynamic Resources 16%
• Feature Level 16%
• Training Strategy 16%
• Optimal Accuracy 16%
• Edge Server 16%
• CIFAR-100 16%
• Computation on Encrypted Data 16%
• Specialized Model 16%

Computer Science

• Deep Neural Network 100%
• Edge Computing 100%
• Resource Constraint 100%
• Inference Method 100%
• User Privacy 50%
• Edge Server 50%
• Encrypted Data 50%

Engineering

• Edge Computing 100%
• Deep Neural Network 100%
• Model Parameter 50%
• Level Feature 50%