Can't Boil This Frog: Robustness of Online-Trained Autoencoder-Based Anomaly Detectors to Adversarial Poisoning Attacks

Keyphrases

• Frog 100%
• Autoencoder 100%
• Anomaly Detector 100%
• Poisoning Attack 100%
• Industrial Control Systems 75%
• Poisoning 50%
• System State 50%
• Attack Detector 50%
• Neural Network 25%
• Neural Network Method 25%
• Small Sets 25%
• Physical Systems 25%
• Resilient 25%
• Detection System 25%
• Detection Method 25%
• Image Processing 25%
• Malware Detection 25%
• Cyber 25%
• Optimization Approach 25%
• Image Classification 25%
• System Data 25%
• Gradient-based Optimization 25%
• State Data 25%
• State Prediction 25%
• Problem Domain 25%
• Cyber-attack Detection 25%
• Malware Classification 25%
• Data Poisoning 25%
• Network-based Attacks 25%
• Generating Algorithm 25%
• Adversarial Data 25%
• Malware Images 25%
• Swat 25%

Computer Science

• Autoencoder 100%
• Anomaly Detector 100%
• Industrial Control System 75%
• Neural Network 50%
• Attack Detector 50%
• Cyber Attack 25%
• Physical System 25%
• Collected Data 25%
• Malware 25%
• Detection Method 25%
• Image Processing 25%
• Malware Detection 25%
• Research Community 25%
• Problem Domain 25%
• Monitored System 25%
• System State Data 25%