RA-BNN: Constructing a Robust & Accurate Binary Neural Network Using a Novel Network Growth Mechanism to Defend Against BFA

Keyphrases

• Growth Mechanism 100%
• Network Growth 100%
• Binary Neural Network 100%
• Bit-flip Attack 100%
• Inference Accuracy 33%
• Bit-flipping 33%
• Binary Activations 33%
• Deep Neural Network 16%
• Layered Structure 16%
• Computer System 16%
• High Resistance 16%
• Network Robustness 16%
• Sigmoid Function 16%
• Main Memory 16%
• Channel Size 16%
• Trainable 16%
• Number of Bits 16%
• Growing Method 16%
• Wide Binaries 16%
• Channel-wise 16%
• Binary Weights 16%
• Dual Benefits 16%
• Gumbel 16%
• ImageNet 16%
• Network Accuracy 16%
• CIFAR10 Dataset 16%
• Mask Learning 16%
• Binary Mask 16%
• Defense Performance 16%
• Neural Network Performance 16%
• Row Hammer 16%
• Binary Networks 16%
• Weight Attack 16%
• Model Parameter Perturbation 16%

Computer Science

• Neural Network 100%
• Network Performance 16%
• Deep Neural Network 16%
• Main Memory 16%
• Minimal Amount 16%
• Perturbation Parameter 16%
• Computer System 16%
• Sigmoid Activation Function 16%
• Binary Network 16%

Chemical Engineering

• Neural Network 100%
• Deep Neural Network 16%