how can i defend myself against the DDoS attack

Edge protection like Cloudflare can be useful but sometimes that can't come in to support (services apart from HTTP/S don't support Cloudflare proxy usually like SSH, which shouldn't be exposed to the public anyway).

Try mitigating by using fail2ban or configuring your routers to drop packets on a suspected attack etc.