Efficient and Lightweight Convolutional Networks for IoT Malware Detection: A Federated Learning Approach

Keyphrases

• Learning Approaches 100%
• Internet of Things 100%
• Malware 100%
• Federated Learning 100%
• Lightweight Neural Network 100%
• Malware Detection 100%
• Internet of Things Devices 33%
• Identically Distributed 33%
• Publicly Available 16%
• Wireless Technology 16%
• Effective Method 16%
• Recognition Task 16%
• Communication Efficiency 16%
• Image Recognition 16%
• Resource-constrained 16%
• Image Format 16%
• Technology Advancement 16%
• Adversarial Training 16%
• Edge Devices 16%
• Edge-based 16%
• Adversarial Samples 16%
• Convolution Model 16%
• Resistibility 16%

Computer Science

• Malware 100%
• Learning Approach 100%
• Internet-Of-Things 100%
• Convolutional Network 100%
• Malware Detection 100%
• Federated Learning 100%
• Internet of Things Device 40%
• Generalizability 40%
• Wireless Technology 20%
• Effective Method 20%
• Image Format 20%
• Adversarial Machine Learning 20%
• Technology Advance 20%
• Detect Malware 20%