You could edit your hosts file, which will block the traffic. Maybe there is a less brute force way, but I'm sure this will work.
Add the following to your hosts file in Linux and Windows:
127.0.0.1 safebrowsing.clients.google.com
127.0.0.1 safebrowsing-cache.google.com
Add the following to your hosts file in OSX:
0.0.0.0 safebrowsing.clients.google.com
0.0.0.0 safebrowsing-cache.google.com
Your hosts file is found at the following location:
- Windows XP and later:
c:\windows\system32\drivers\etc\hosts
- Linux:
/etc/hosts
- OSX:
/private/etc/hosts
More information:
http://en.wikipedia.org/wiki/Hosts_%28file%29
Mac OSX information added from JTM's answer to ensure everyone seeing this gets the correct information.