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For getting BurpSuite report, I have trying to integrate my application with BurpSuite Scanner by using REST API. Can anyone help me this.

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At present, Burp does not have a built-in REST API. Some users have good results with a third-party extension, burp-rest-api. This includes an endpoint (/burp/scanner/issues/) that lets you fetch issues in JSON format. You can also use /burp/report to generate an HTML or XML report that includes the issues.

A built-in REST API is being developed at present.

PortSwigger
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