Cross-site Request Forgery is a type of malicious exploit of a website whereby unauthorized commands are transmitted from a user that the website trusts. Unlike cross-site scripting (XSS), which exploits the trust a user has for a particular site, CSRF exploits the trust that a site has in a user's browser.
In the video below posted by Ronen on Quaji.com
an attacker can break into a user's account by using a CSRF based attack. The full details are available here.
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