DBA: DISTRIBUTED BACKDOOR ATTACKS AGAINST FEDERATED LEARNING

Keyphrases

• Assessment Framework 10%
• Attack Performance 10%
• Attack Success Rate 10%
• Backdoor 30%
• Backdoor Attack 20%
• Data Distribution 20%
• Distributed Backdoor Attack 100%
• Distributed Denial of Service (DDoS) 10%
• Distributed Learning 10%
• Distribution Ratio 10%
• Diverse Datasets 10%
• Evade 10%
• Evaluation Results 10%
• Feature Importance Score 10%
• Federated Learning 100%
• Finance Data 10%
• Global Triggers 20%
• Heterogeneous Data 10%
• Image Data 10%
• Learning Algorithm 10%
• Learning Data 10%
• Learning Methodology 10%
• Local Patterns 10%
• Machine Learning Models 10%
• Poison's Ratio 10%
• Robust Federated Learning 10%
• Scale Factor 10%
• Threat Assessment 10%
• Training Data 10%
• Training Set 10%
• Trigger Factor 10%
• Two-state 10%
• Visual Features 10%
• Visual Interpretation 10%
• Vulnerability 10%

Computer Science

• Backdoors 100%
• Data Distribution 13%
• Distributed Learning 6%
• Distributed Nature 6%
• Evaluation Result 6%
• Federated Learning 100%
• Heterogeneous Data 6%
• Learning Algorithm 6%
• Learning System 6%
• Machine Learning 6%
• Scaling Factor 6%
• Threat Assessment 6%
• Training Data 6%
• Visual Feature 6%