There is disclosed herein techniques for use in detecting risky communications. In one embodiment, the techniques comprise a method including the following steps. The method comprises determining entropy in connection with a communication. The method also comprises performing a comparison based on the entropy and historical communications. The method further comprises determining the similarity between the communication and the historical communications based on the comparison.