Link farms are groups of websites created to link to each other, trying to boost search engine rankings. These networks of low-quality sites attempt to manipulate search algorithms by increasing inbound links. Search engines see link farms as spam and may penalise or blacklist associated websites.
See also: Black hat SEO, Manual penalty
Further reading: White Hat Vs. Black Hat SEO – Everything You Need to Know