ANONYMITY ASSESSMENT SYSTEM

Oded Margalit; Dennis Potashnik

ANONYMITY ASSESSMENT SYSTEM

Oded Margalit (Inventor)
, Dennis Potashnik (Inventor)

Research output: Patent

Abstract

A method, computer system, and a computer program product for assessing anonymity of a dataset is provided. The present invention may include receiving an original dataset and an anonymized dataset. The present invention may also include preparing a testing dataset and a training dataset for a machine learning algorithm based on the received original dataset and anonymized dataset. The present invention may then include training a machine learning model based on the prepared training dataset. The present invention may further include generating an evaluation score based on the trained machine learning model and the prepared testing dataset. The present invention may also include presenting the generated evaluation score to a user.

Original language	English
Patent number	US2018336369
IPC	G06N 99/ 00 A I
Priority date	1/02/18
State	Published - 22 Nov 2018

Cite this

@misc{0a0b312a002c4902841576e590c63e64,

title = "ANONYMITY ASSESSMENT SYSTEM",

abstract = "A method, computer system, and a computer program product for assessing anonymity of a dataset is provided. The present invention may include receiving an original dataset and an anonymized dataset. The present invention may also include preparing a testing dataset and a training dataset for a machine learning algorithm based on the received original dataset and anonymized dataset. The present invention may then include training a machine learning model based on the prepared training dataset. The present invention may further include generating an evaluation score based on the trained machine learning model and the prepared testing dataset. The present invention may also include presenting the generated evaluation score to a user.",

author = "Oded Margalit and Dennis Potashnik",

year = "2018",

month = nov,

day = "22",

language = "English",

type = "Patent",

note = "US2018336369; G06N 99/ 00 A I",

}

TY - PAT

T1 - ANONYMITY ASSESSMENT SYSTEM

AU - Margalit, Oded

AU - Potashnik, Dennis

PY - 2018/11/22

Y1 - 2018/11/22

N2 - A method, computer system, and a computer program product for assessing anonymity of a dataset is provided. The present invention may include receiving an original dataset and an anonymized dataset. The present invention may also include preparing a testing dataset and a training dataset for a machine learning algorithm based on the received original dataset and anonymized dataset. The present invention may then include training a machine learning model based on the prepared training dataset. The present invention may further include generating an evaluation score based on the trained machine learning model and the prepared testing dataset. The present invention may also include presenting the generated evaluation score to a user.

AB - A method, computer system, and a computer program product for assessing anonymity of a dataset is provided. The present invention may include receiving an original dataset and an anonymized dataset. The present invention may also include preparing a testing dataset and a training dataset for a machine learning algorithm based on the received original dataset and anonymized dataset. The present invention may then include training a machine learning model based on the prepared training dataset. The present invention may further include generating an evaluation score based on the trained machine learning model and the prepared testing dataset. The present invention may also include presenting the generated evaluation score to a user.

M3 - Patent

M1 - US2018336369

ER -

ANONYMITY ASSESSMENT SYSTEM

Abstract

Fingerprint

Cite this