All w3af proxies use the same certificate authority to intercept HTTPS traffic. Users might find SSL certificates signed by this CA when using the GUI's proxy tool or the crawl.spider_man plugin.
To avoid certificate errors in your browser it's recommended that you add the CA certificate stored at /w3af/core/controllers/daemons/proxy/ca/ to your browser's list of trusted CAs.