A bloom filter is a memory-efficient data structure that allows for fast set membership tests, but it can produce false positives. A cuckoo filter is an alternative data structure that uses a hash table and multiple hash functions to check for set membership and can reduce false positives using a counting technique. It is useful when memory efficiency, deletions, and a lower false positive rate are important.
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