Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification

Keyphrases

• Adversary 20%
• Backdoor Attack 100%
• Backdoor Trigger 20%
• Central Server 20%
• Classification Model 20%
• Client Data 20%
• Communication Overhead 20%
• Data Privacy 20%
• Defense Measures 20%
• Dynamic Attack 20%
• Evasiveness 20%
• Federated Learning 100%
• Genetic Algorithm 100%
• Global Model 60%
• Input Pattern 20%
• Invisible 20%
• Learning Scheme 20%
• Learning-based 100%
• Like Network 20%
• Model Update 20%
• Multiple Clients 20%
• Network Datasets 20%
• Network Security 20%
• Network Traffic Classification 100%
• Network Vulnerability 40%
• Novel Genetic Algorithm 20%
• Reduced Communication 20%
• Robust Defense 20%
• Security Analysts 20%
• Security Practitioner 20%

Computer Science

• Backdoors 100%
• Classification Models 20%
• Communication Overhead 20%
• Data Privacy 20%
• Federated Learning 100%
• Genetic Algorithm 100%
• Learning Scheme 20%
• Multiple Client 20%
• Network Security 20%
• Network Traffic 100%
• Network Vulnerability 20%
• Security Expert 20%
• Security Practitioner 20%
• Traffic Classification 100%