Evaluating the Cybersecurity Risk of Real-world, Machine Learning Production Systems

Keyphrases

• Production System 100%
• Machine Learning 100%
• Cybersecurity Risk 100%
• Cyber-attacks 42%
• Security Practitioner 42%
• Machine Learning System 28%
• Attack Graph Analysis 28%
• MulVAL 14%
• Adversary 14%
• Security Threats 14%
• Scoring System 14%
• Severity Score 14%
• Security Analysts 14%
• Ontology 14%
• Network Security 14%
• Machine Learning Based 14%
• Threat Model 14%
• Analytic Hierarchy Process 14%
• Threat Analysis 14%
• Adversarial Learning 14%
• Machine Learning Attack 14%
• Attack Graph Generation 14%
• Novel Scoring System 14%
• Machine Learning Component 14%
• Enterprise Network Security 14%

Computer Science

• Machine Learning 100%
• Cybersecurity 100%
• Production System 100%
• Cyberattack 30%
• Security Practitioner 30%
• Scoring System 20%
• Adversarial Machine Learning 20%
• Network Security 10%
• Ontology 10%
• Security Expert 10%
• Enterprise Network 10%
• Analytic Hierarchy Process 10%
• Threat Model 10%
• Analysis Framework 10%
• Threat Analysis 10%
• Potential Adversary 10%
• Learning Component 10%