How Do You Safeguard Subaccount API Keys When Running Automated Trading Scripts?

Executing automated trading strategies via API keys on centralized exchanges or broker terminals requires strict security protocols. Do you restrict API access exclusively to trade execution while completely disabling withdrawal permissions and locking IP ranges to dedicated private servers?