As suggested by @Sathya in comment, I will put it as an answer
chrome://plugins, click the “+” sign next to Details on the top right to expand all information. In the Flash category, search for the plugin with the Location that ends in
... PepperFlash\pepflashplayer.dll, and try disabling it.
I hope it will help you guys whoever face the same problem 😀