Patents
US 12732528 B2: Systems and methods for improved cybersecurity named-entity-recognition considering semantic similarity
- Granted
- 2026-09-08
- Filed
- 2024-07-23 application 18781995
- Type
- Utility · 6 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
A computer-implemented system implements a named entity recognition (NER) model trained for automatic dataset labeling and corpus generation for cybersecurity entities. The NER model includes a semantic similarity measure to determine which category an unclassified/unlabeled word such as an ambiguous keyword with more than one meaning should belong to based on the semantic similarity of an entire sentence.
Source: PTBLXML, file of 2026-09-08 (ipgb20260908.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| Arizona Board of Regents on Behalf of Arizona State University 1,571 patents | US company or organization | Tempe, AZ | PTBLXML, file of 2026-09-08 | |
| Cyber Reconnaissance, Inc. 3 patents | US company or organization | Tempe, AZ | CYBER RECONNAISSANCE, INC. Form D issuer EXACT high confidence: identical full name and state | PTBLXML, file of 2026-09-08 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Kazuaki Kashihara | Mesa, AZ | 2 | PTBLXML, file of 2026-09-08 | |
| Jana Shakarian | Chandler, AZ | 11 | PTBLXML, file of 2026-09-08 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| H04L | Transmission of digital information, e.g. telegraphic communication | H04L63/1433 | PTBLXML, file of 2026-09-08 |
| G06F | Electric digital data processing | G06F18/213 | PTBLXML, file of 2026-09-08 |
| G06N | Computing arrangements based on specific computational models | G06N20/00 | PTBLXML, file of 2026-09-08 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
No recorded assignments or security interests on file for this patent.
USPTO bulk data: PatentsView granted patents, disambiguated (PVGPATDIS) for patents, assignees, inventors, places and CPC categories; the USPTO Patent Assignment Dataset (ECORSEXC) for assignments and security interests. Patents filed in the last 20 years. No claims or full text. Links to other records are by name (and state): EXACT means the identical full name and state; FUZZY means a looser name match, with the confidence shown.