Jason John Shaver

US Patent:

20220391541, Dec 8, 2022

Filed:

Jun 8, 2021

Appl. No.:

17/342451

Inventors:

- Redmond WA, US
Jared PARSONS - Kirkland WA, US
Jason R. SHAVER - Redmond WA, US
Richard Steele GIBSON - Covington WA, US
Tomas MATOUSEK - Redmond WA, US

International Classification:

G06F 21/64
G06F 21/57
G06F 8/71
G06F 8/41

Abstract:

Software provenance validation reports whether a validation binary matches the source code, resources, and other parts, as well as the compiler, runtime, operating system, and other context, which is specified in a provenance manifest for a release binary. Part context checksums, software versions, tool parameters, and other aspects of a build are checked. Certification signatures, timestamps, certain version differences, source code locations, and other data may be ignored for validation purposes. A provenance manifest may include other provenance manifests, including binary rewrite manifests. The provenance manifest may be stored in a debugger file with symbol information, or stored separately. Partial matches may be reported, with details of what matches or does not match. After provenance of a binary is validated, the binary's source code can be analyzed for vulnerabilities, thereby enhancing software supply chain security.

US Patent:

20210342357, Nov 4, 2021

Filed:

May 1, 2020

Appl. No.:

16/865252

Inventors:

- REDMOND WA, US
YEVHEN MOHYLEVSKYY - REDMOND WA, US
JASON R. SHAVER - REDMOND WA, US
NEELAKANTAN SUNDARESAN - BELLEVUE WA, US
ROSHANAK ZILOUCHIAN MOGHADDAM - KIRKLAND WA, US

International Classification:

G06F 16/2457
G06F 16/242
G06F 8/30
G06F 9/455
G06K 9/62

Abstract:

A term-weighting and document-scoring function is used to search for a command line interface (CLI) script that is likely relevant to an operation specified in a natural language query. CLI scripts are created to perform various operations of a CLI-based application. A CLI script is associated with a description document having keywords associated with the individual commands used in the CLI script. The relevance of a CLI script to an intended operation is based on the term-weighting and document-scoring function which is applied to each component of each command in a CLI script and weighted accordingly.

US Patent:

20210342654, Nov 4, 2021

Filed:

Apr 29, 2020

Appl. No.:

16/861645

Inventors:

- REDMOND WA, US
JASON R. SHAVER - REDMOND WA, US
NEELAKANTAN SUNDARESAN - BELLEVUE WA, US
ROSHANAK ZILOUCHIAN MOGHADDAM - KIRKLAND WA, US

International Classification:

G06K 9/62
G06N 5/04
G06N 20/00
G06F 9/455

Abstract:

Examples of the usage of a command of a command line interface includes the command with a set of parameters and corresponding parameter values. The examples are generated from telemetry data, which does not contain parameter values, and from web-based sources that may contain multiple parameter values. A machine learning model is used to predict the data type of a parameter value when the parameter is used with a particular command. The predicted data type is then used to select an appropriate parameter value for the example from multiple known parameter values or to generate a parameter value when no known parameter value exists.

US Patent:

20190228099, Jul 25, 2019

Filed:

Aug 13, 2018

Appl. No.:

16/101520

Inventors:

- Redmond WA, US
GEARARD BOLAND - BELLEVUE WA, US
ANSHUL GUPTA - KIRKLAND WA, US
MATTHEW GLENN JIN - SEATTLE WA, US
EDUARDO ENRIQUE NORIEGA DE ARMAS - BOTHELL WA, US
JASON SHAVER - REDMOND WA, US
NEELAKANTAN SUNDARESAN - BELLEVUE WA, US
ROSHANAK ZILOUCHIAN MOGHADDAM - KIRKLAND WA, US

International Classification:

G06F 17/30
G06N 3/08

Abstract:

An interactive question and answer (Q&A) service provides pairs of questions and corresponding answers related to the content of a web page. The service includes pre-configured Q&A pairs derived from a deep learning framework that includes a series of neural networks trained through joint and transfer learning to generate questions for a given text passage. In addition, pre-configured Q&A pairs are generated from historical web access patterns and sources related to the content of the web page.