Spyware is a type of malicious software that secretly monitors user activity and collects sensitive information like passwords and credit card details, often leading to privacy violations. It can slow down computers, change browser settings, and is often bundled within other malware like trojans or worms. Anti-spyware solutions from various companies exist to protect against and remove such threats.