You could say that about every government, yet there's widespread corruption in most (or all) countries[1]. There's even corruption in democratic governments that are directly accountable to their citizens every few years (via elections). Given the way the ICANN board is appointed is... indirect at best, thinking that ICANN are the "good guys" is wishful thinking at best.
[1] https://en.wikipedia.org/wiki/Corruption_Perceptions_Index