PHP filters are used to validate and sanitize data from insecure sources like user input, web services, cookies, and database queries. They validate data types and formats and remove illegal characters. Common filters validate integers, IP addresses, emails, and URLs. Functions like filter_var() and filter_input() allow filtering single or multiple variables with specified filter flags.