Leveraging Machine Learning Models to Improve Smart Contract Security: A Survey of Vulnerabilities and Detection Methods

Computer Science

• Smart Contract 100%
• Detection Method 100%
• Machine Learning Model 100%
• Generalizability 33%
• Machine Learning 33%
• Learning System 33%
• Supply Chain 16%
• Performance Evaluation 16%
• Blockchain 16%
• Ethereum 16%
• Traditional Model 16%
• Transfer Learning 16%
• Privacy Implication 16%
• Vulnerability Detection 16%
• Graph Neural Network 16%
• Contrastive Learning 16%
• Learning Technique 16%
• Classification Problem 16%
• Characteristic Feature 16%
• Large Language Model 16%
• Meta-Learning 16%
• Feature Engineering 16%

Social Sciences

• Machine Learning Model 100%
• Smart Contract 100%
• Machine Learning 33%
• Learning System 33%
• Performance Evaluation 16%
• Right to Privacy 16%
• Supply Chain Management 16%
• Large Language Model 16%
• Blockchain 16%
• Transfer Learning 16%
• Feature Engineering 16%
• Contrastive Learning 16%