Cross-Site Request Forgery (XSRF or CSRF) typically involves tricking a user's browser into making unintended requests to a web application on which the user is authenticated. In XSRF attacks, an attacker crafts a request and tricks the victim into unknowingly executing the request, often through social engineering techniques like phishing emails.
In the scenario described, the user voluntarily clicked on a link in an email, presumably with the intention of unsubscribing from a mailing list. This action was not initiated by a malicious actor. Instead, the link provided in the email could potentially exploit a vulnerability on the website, leading to unauthorized actions.
Therefore, while XSRF attacks involve unauthorized requests being made on behalf of authenticated users, the scenario described does not fit the typical pattern of an XSRF attack. Instead, it aligns more closely with Cross-Site Scripting (XSS), where malicious scripts are injected into web pages to execute unauthorized actions in the context of the victim's browser.