Your browsers already provide Phishing protection, although Chrome benefits from Malware Protection over Firefox.
You can use browser extensions such as Web of Trust or BitDefender TrafficLight;
https://www.mywot.com (Edit: I noticed you have this installed)
http://www.bitdefender.com/solutions/trafficlight.html