Toxic link-building involves building links through spamming or using sponsored links, backlinks from non-indexed sites or topically irrelevant sites, or excessive backlinks built using the same anchor as the page targets as a keyword. These types of links can harm your SEO, so it's important to avoid them and prioritize high-quality backlinks from reputable sites.