Raytheon Company

Guy G Swope

Holger M Jaenisch

James W Handley

Brandon Woolley

William L Cram

Ross MacKinnon

Michael J Lambert

Mark A Bradbury

A method can include determining a cell of a grid to which a first feature and a second feature of each of a plurality of input/output examples maps, determining an average of respective features of the cell to generate respective level 2 synthetic feature vectors, for each cell with an input/output example of the input/output examples mapped thereto, generating a sub-grid of cells and map the input/output examples mapped to a cell of the sub-grid, determining an average of respective features to generate respective level 1 synthetic feature vectors comprising the average of the respective features, training the ML technique using the level 2 synthetic feature vector, testing the trained ML technique using the level 1 synthetic feature vector of each sub-cell, and further testing the trained ML technique using the input/output examples to generate a class and confidence for each of the input/output examples.

Machine learning technique selection and improvement

A method of generating cyber chaff can include determining a cell of a grid of cells to which a first feature and a second feature of user data maps, identifying a cell type of the cell, the cell type indicating whether the cell is an active cell, an inactive cell, or a sub-process cell, and providing cyber chaff based on cyber chaff data associated with either (a) one or more cells of the inactive cell type or (b) one or more cells of the sub-process cell type.

Cyber chaff using spatial voting

A method of encryption using spatial voting can include determining a first feature and a second feature of user data, wherein the first feature and the second feature correspond to a cell of a subset of cells of a grid of cells, each cell of the subset of cells including a character associated therewith, altering one or more values of the first feature and the second feature to generate an altered first feature and an altered second feature, and concatenating the altered first feature and the altered second feature to generate encrypted data.

Encryption using spatial voting

Growing community of inventors

Reston, VA, United States of America

Guy G Swope