"Flash-based games" were created using Adobe Flash Player, software for viewing/interacting with multimedia (including games) on the web.
Many classic Flash games preserved via emulators or online archives (e.g., Flashpoint). Modern web games use HTML5, WebGL, JavaScript—similar interactivity with better security/performance.