Anti-virus does not detect the severe Trojan

I have updated Norton Antivirus, but I recently found out that the Antivirus does not detect the severe "Trojan" when I insert my flash drive from my personal computer to another computer. What is the best solution except reformatting my computer to detect and delete the virus?
