WeChat groups are designed to be private (as opposed to being public, not necessarily to protect privacy). To join one you normally have to know either the admin or a member of the group. A QR code for public access is available but it's forced to expire in seven days. So for a regular sized group of a few dozen people, it's relatively easy to spot a stranger.