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LECTURE 6: BINS AND BALLS, APPLICATIONS: HASHING & BLOOM FILTERS


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- This hashing scheme gives a false positive when it rejects a good password.
- For our password checker application this over- conservative approach is, however, acceptable if the probability of making a false positive is not too high.
- False positive probability.
- We want reasonably small probability of a false positive match.
- Thus for m unacceptable pwd, prob [false positive occurs on a given good pwd.
- required space and the false positive probability required space and the false positive probability.
- false positive.
- The probability of a false positive for an element not in the set.
- Prob [a false positive.
- Thus Bloom filters allow a small probability of a false positive while keep the number of storage bit per item a constant

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