Machine Learning Model Score Obfuscation Using Step Function, Position-Dependent Noise
Patent №
US 10,963,752
Granted
2021-03-30
Filed 2019
Owner
CYLANCE INC.
Lab
—
AI components
3
ml · vision · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16399677
An artefact is received. Features are extracted from this artefact which are, in turn, used to populate a vector. The vector is then input into a classification model to generate a score. The score is then modified using a step function so that the true score is not obfuscated. Thereafter, the modified score can be provided to a consuming application or process. Related apparatus, systems, techniques and articles are also described.
AI classification
Ownership
CYLANCE INC.
assignment · 490400546
Assignors
BUCKINGHAM, HAILEY, BEVERIDGE, DAVID N.
On an employer assignment, the assignors are typically the inventors.