I think as long as there are quality ICOs out there, it is always a good time to invest into ICOs. This is because they come with greater reward potential as you're essentially buying in at the 'ground floor'. The risk of losing it all however is significantly higher due to the scams you mentioned. That's why it is always important to conduct due diligence before investing. That will greatly reduce the risk in the long term.