How Is the Size of the Required Stake Determined in Relation to the Value Secured?

The required stake size is typically determined by the "cost of attack" principle. The total value of the staked collateral must be greater than the maximum potential profit an attacker could gain from a successful manipulation of the oracle.

This ensures that the economic incentive to be honest (keeping the stake and earning fees) outweighs the incentive to cheat.