BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection

Keyphrases

• Poisoning Attack 100%
• Graph Anomaly Detection 100%
• Anomaly Detection System 42%
• Attacker 28%
• Attack Strategy 28%
• Detection Device 28%
• Oddball 28%
• Evade 28%
• Recent Advances 14%
• Graph Structure 14%
• Bilevel Optimization 14%
• Vulnerability 14%
• Combinatorial Optimization Problem 14%
• Black Box 14%
• Regression-based Method 14%
• Gradient Information 14%
• Learning-based 14%
• Gradient Descent 14%
• Representation of the Other 14%
• Comprehensive Experiment 14%
• Representational Capacity 14%
• Analytic Tools 14%
• Representation Learning 14%
• Graph Mining 14%
• Novel Attacks 14%
• Node Embedding 14%
• Attack Transferability 14%
• Security Analytics 14%
• Discrete Domain 14%
• Transfer Attack 14%

Computer Science

• Anomaly-Based Detection 100%
• Attackers 40%
• Anomaly Detection Tool 40%
• Optimization Problem 20%
• Combinatorial Optimization Problem 20%
• Gradient Descent 20%
• Mining Technique 20%
• Security Analytics Tool 20%
• Discrete Domain 20%
• Representation Learning 20%
• Node Embedding 20%
• Bilevel Optimisation 20%
• Technical Challenge 20%