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Here is some advice on how to use online banking (as a non-business customer*) with Linux (all of this applies to other OS's as well):
1. Make sure your bank offers two-factor authentication and requires it before you can make transactions. If not, complain, switch banks, or don't use their online banking.
2. Always use a bookmark to go to the bank's website, or manually enter the address in the URL bar. Never click links in emails, or on other websites to go to an online banking system.
3. Make sure the address bar shows you're using HTTPS. If it doesn't, or if you get a warning about an invalid certificate, don't continue. Call the bank instead.
4. Some some kind of anti-virus. (ClamAV can be installed via the repositories of most distros.) As mentioned before, I'm not sure how well Linux desktop AV protects against the few threats that we're discussing here, but if something does go wrong your bank is likely to refund you. Being able to tell them you've been running anti-virus will make this process a little easier.
Instead of 4, you can also run a live CD, or a secure snapshot in a VM, but make sure you still follow 1-3.
* It is my understanding banks are less reluctant to give your money back if you're a business customer. I don't know the details.
Martijn. -- The Mailing List for the Devon & Cornwall LUG http://mailman.dclug.org.uk/listinfo/list FAQ: http://www.dcglug.org.uk/listfaq