Smart Contract Analysis

Algorithms Used:

• Isolation Forests (Anomaly Detection): Identifies contracts with unusual or risky patterns, such as unrestricted minting or suspicious permissions.

• GraphSAGE (Graph Neural Networks): Analyzes relationships between wallets, contracts, and transactions to detect potential fraudulent activities.

• Pattern Matching: Compares contract functions against a database of known safe patterns (e.g., OpenZeppelin standards) to flag deviations.

Benefits:

• Evaluates the safety and legitimacy of token contracts.

• Detects scams or poorly implemented contracts.

• Highlights tokens with innovative or unique contract features.