Analysts questioned top Fortinet executives Wednesday about the results so far from the security vendor’s much-touted firewall refresh cycle, as the company’s stock price slid in after-hours trading.

The security vendor was hit with numerous stock downgrades from Wall Street analysts Thursday following company disclosures about the pace of firewall upgrades from customers. Fortinet saw numerous ...