Contrary to popular opinion on HN, finding vulnerabilities in software you yourself run on your own computer is rarely fraught. We hear about the exceptions in the news because they're exceptional. In reality, people publish vulnerabilities all the time.
The same thing obviously CANNOT BE SAID about finding vulnerabilities in other people's web applications. Finding web vulnerabilities without permission is highly fraught. You can easily find yourself both civilly and criminally liable for doing so.