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The group membership and bitmap indexes are derived from the binary string of the geohashes.
Therefore, the binary string of the user should contain adequate entropy and should be completely uncorrelated to the helper data.
Indeed, since geohash values represent rectangles rather than exact geopoints location, the binary string of the geohash value is appended in the right side with a string of '0' to get the (min_value) and and a list of '1' to get the (max_value) representing the south west and north-east rectangle corners values, respectively.
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The Hamming Distance (Hamm below) measure reveals the similarity between two binary strings of the same length [ 24].
To determine closeness, Euclidean distance is used in the case of continuous variables and Hamming distance for binary data and the former is defined as follows for vectors and of length N: The Hamming distance for a binary string of length N is the number of positions for which the corresponding bits are different, that is, it is the population count (number of ones) in (XOR ).
On the other hand, information about the constructed intervals of each dimension is stored as the helper data during enrolment so as to assist reproducing the same binary string of each genuine user during the verification phase.
Written as a binary string of zeros and ones, the number is 1017 places or "bits" long--nearly as long as the 1024-bit numbers currently used to encode electronic messages--and the researchers' method of using a network of computers raises the prospect of hijacking PC and video-game systems to try to crack codes.
Indeed, while Krishnakumar used a binary string of length 30 to map the variables, in the in-house algorithm a real-coded GA was used.
Mr. Jennewein and his collaborators built a system that generated quantum codes very quickly and used them to encrypt the binary string of zeroes and ones representing a digital color picture.
Each individual of the genetic algorithms is a binary string of size n (total number of features) and represents the selected features.
The three minute message, encoded as a binary string of 1's and 0's, contained a map of the solar system indicating which planet had sent the message, information about human DNA, and a graphic figure of a human, among other things.
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