Malware
Any Malicious Software
Viruses
Copies itself; Needs contract to spread, things that erase all your data and are made by jerks.
Trojan Horses
Things that Seem legit but allows access to someone else and is bad for your accounts.
How to avoid
AntiVirus Software like the one below, Firewall and use Common Sense