Dictionary-based compression is a method of data compression that replaces substrings in the data with references to a dictionary containing those substrings, effectively reducing redundancy. This technique is widely used in various compression algorithms due to its ability to efficiently handle repetitive data patterns, making it ideal for text and binary data compression.