Safe Browsing is a Google service that enables applications to check URLs against Google's constantly updated lists of suspected phishing, malware, and unwanted software pages. Google Safe Browsing service warn users before they click on links in your site that may lead to malware-infected pages. It prevent users from posting links to known phishing pages from your site. Lastly it checks a list of pages against Google's lists of suspected phishing, malware, and unwanted software pages.
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