The majority of the anti-phishing tools use an email filtering process to separate legitimate emails from suspected spam in the inbox. It is then up to the individual to decide whether to discard the message. If an individual doesn’t have the latest anti-phishing tools installed, or has failed to install the most recent update for his/her anti-phishing program, then they lose this layer of protection. We refer to this as a passive anti-phishing approach. This is because the approach only attempts to locally protect an individual from a phishing attack, but does not actively make any effort to remove or shut down the Phisher at the source. In effect, the Phisher is free to continue with his/her operation and can potentially accrue further victims. There are several spam filters, browser tools, anti-spyware and anti-virus software available to protect online computers from various attacks. However, there were very few research efforts have been entirely focused to protect online users from phishing attacks in the past. Existing anti-phishing and anti-spam techniques suffer from one or more limitations and they are not 100% effective at stopping all spam and phishing attacks. Phishers are able to find ways to bypass existing rule-based and statistical-based filters without much difficulty. Major e-mail service providers such as Yahoo, Hotmail, Gmail, and AOL filter all incoming emails separating them into Inbox (legitimate email) and junk (illegitimate email) email folders. However, these e-mail service providers do not actually attempt to remove the phishing page associated with the illegitimate email. Furthermore, Phishers have readily available tools to bypass such spam filters.