Facing airborne attacks on ADS-B data with autoencoders

Keyphrases

• Autoencoder 100%
• Automatic Dependent Surveillance-broadcast (ADS-B) 100%
• Broadcast Information 100%
• Publicly Available 20%
• Attacker 20%
• Cyber-attacks 20%
• Vulnerability 20%
• Historical Data 20%
• Machine Learning Techniques 20%
• Machine Learning Models 20%
• Major Change 20%
• ROC-AUC 20%
• Training Data 20%
• Non-recurrent 20%
• Trajectory Modification 20%
• AUC Value 20%
• Current Solution 20%
• Broadcast System 20%
• Flight Routes 20%
• Flight Pattern 20%
• Flight Tracking 20%
• Modification Attack 20%
• Differencing Time Series 20%
• Recurrent Autoencoder 20%
• Training Machine 20%
• Business Aviation 20%
• Time Series Transformation 20%
• Broadcast Attack 20%
• Air Transportation System 20%
• Aerial Work 20%
• Trajectory Simulation 20%

Engineering

• Autoencoder 100%
• Limitations 50%
• Historical Data 50%
• Recurrent 50%
• Major Change 50%
• Machine Learning Method 50%
• Cyber Attack 50%
• Flight Tracking 50%
• Air Transportation 50%

Computer Science

• Machine Learning 100%
• Autoencoder 100%
• Attackers 50%
• Cyber Attack 50%
• Historical Data 50%
• Training Data 50%
• Modification Attack 50%