Abstract: A method for applying pairwise differential privacy to variables in a data set is disclosed. The method includes designating a random instance seed value to a first data set variable in an original data set and designating the random instance seed value to at least one additional data set variable in the original data set if a high degree of correlation is identified between the first data set variable and the at least one additional data set variable. The method further includes determining an adaptive sensitivity parameter corresponding to the first data set variable and utilizing, by a noise generation manager, two or more among the first data set variable, the random instance seed value, and/or the adaptive sensitivity parameter to generate and apply additive noise to the first data set variable to produce a pseudonymized variable for inclusion in a pseudonymized data set associated with the original data set.

Abstract: The invention relates to an infrared modulator for spectrometer. It comprises a light source (1), a beam splitter (2) for splitting the light from the source into two beams, a first plane mirror (4) for directing the light of the first beam, a second plane mirror (5) for directing the light of the second beam, a first cube corner mirror (7) for turning the light back to the first plane mirror (4), and a second cube corner mirror (6) for turning the light back to the second plane mirror (5). The first and second cube corner mirrors (6, 7) are arranged on a common optic axis to reflect into opposite directions and movable back and forth in the direction of said optic axis. According to the invention, the beam splitter (3) and the first and second plane mirrors (4, 5) are supported by the same support structure formed by one uniform material piece.

Abstract: The invention relates to an infrared modulator for spectrometer. It comprises a light source (1), a beam splitter (2) for splitting the light from the source into two beams, a first plane mirror (4) for directing the light of the first beam, a second plane mirror (5) for directing the light of the second beam, a first cube corner mirror (7) for turning the light back to the first plane mirror (4), and a second cube corner mirror (6) for turning the light back to the second plane mirror (5). The first and second cube corner mirrors (6, 7) are arranged on a common optic axis to reflect into opposite directions and movable back and forth in the direction of said optic axis. According to the invention, the beam splitter (3) and the first and second plane mirrors (4, 5) are supported by the same support structure formed by one uniform material piece.