Techniques to transform regular expressions are described. An apparatus may comprise a processor circuit and a key terms identifying module operative on the processor circuit to generate a set of one or more regular expression key terms from enabled features of a regular expression based on a set of configuration parameters, and filter one or more electronic messages using the set of regular expression key terms. Other embodiments are described and claimed.