Adversarial Robustness of Multi-bit Convolutional Neural Networks

Keyphrases

• Convolutional Neural Network 100%
• Adversarial Robustness 100%
• Multi-bit 100%
• CIFAR-10 40%
• U-Net 40%
• Design Space 40%
• Resource Efficiency 40%
• Tripartite 40%
• Bit Operation 40%
• Adversarial Accuracy 40%
• Task Interdependence 40%
• First-order 20%
• Different Datasets 20%
• Safety-critical Applications 20%
• ImageNet 20%
• Optimization Problem 20%
• Resource-constrained 20%
• Optimization Objectives 20%
• 2-bit 20%
• Systematic Evaluation 20%
• Low-bit 20%
• Embedded Hardware 20%
• Training Methods 20%
• Gradient Flow 20%
• Adversarial Training 20%
• Efficiency Robustness 20%
• CIFAR-100 20%
• Balance Task 20%
• Optimization Space 20%
• WideResNet 20%
• Deep ResNet 20%
• Defensive Capability 20%

Computer Science

• Convolutional Neural Network 100%
• Residual Neural Network 50%
• Optimization Problem 25%
• Optimisation Objective 25%
• Adversarial Machine Learning 25%
• Embedded Hardware 25%
• Optimization Space 25%
• Critical Application 25%
• Fixed Points 25%

Engineering

• Convolutional Neural Network 100%
• Design Space 50%
• Related Task 50%
• Optimisation Problem 25%
• Critical Application 25%
• Fixed Points 25%