Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems

Keyphrases

• Anomaly Detector 100%
• Industrial Control Systems 100%
• Practical Evaluation 100%
• Poisoning Attack 100%
• Cyber-attacks 60%
• Neural Network 40%
• Attacker 20%
• Learning Process 20%
• Fool 20%
• Synthetic Data 20%
• Control System 20%
• Training Time 20%
• Mitigation Strategies 20%
• Neural Network Architecture 20%
• System Operation 20%
• Training Process 20%
• Gradient-based 20%
• Anomaly Detection Model 20%
• Adversarial Samples 20%
• Attack Algorithm 20%
• Diverse Data Sources 20%
• System Testbed 20%
• Online Detector 20%
• Tennessee Eastman Process 20%
• Neural Network Parameters 20%

Computer Science

• Anomaly Detector 100%
• Industrial Control System 100%
• Cyber Attack 60%
• Neural Network 60%
• Attackers 20%
• Testbed 20%
• Collected Data 20%
• Data Source 20%
• Anomaly Detection 20%
• Learning Process 20%
• Controlled System 20%
• System Operation 20%
• Training Process 20%
• Synthetic Data 20%
• Mitigation Strategy 20%
• Network Parameter 20%
• Simulation Tool 20%
• Monitored Signal 20%
• Interpolation 20%