Hashing is a technique for mapping data to a key that can be used for counting, caching, searching and finding similarities in data. It works by assigning the same or similar keys to related data values. Hashing is commonly used to implement hash tables for efficient lookup, and to find duplicate data by counting occurrences of keys. However, care must be taken when using hashing for cryptography since weak hashing algorithms can enable birthday attacks that compromise security.