PATENT CLAIM ANALYSIS

Application Number: 15860004
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["726", "023000"]

Abstract:
This disclosure provides a security system and method for using machine learning to improve cybersecurity operations in an industrial control networks and other systems. A method includes collecting, by a security system, current communications channel information for a plurality of devices in a control system. The method includes analyzing, by the security system, the current communications channel information according to one or more device models. The method includes producing, by the security system and according to the analysis, a risk report that identifies an abnormal device among the plurality of devices.

Claim (Index 11):
The security system of  claim 8 , wherein the current communications channel information includes distributed control system (DCS) data or Industrial Internet of Things (IIoT) operations data.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 1.90566
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15830299', '15634820', '14427796', '14871732', '14460256']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2685569565544703
- 35 USC 102 Novelty (BERT): 0.4980748191982364
- Combined Prediction Score: 0.291508742818847
- Mean Citation Score: 139.87099400000002
- Max Citation Score: 180.39111
- Similarity Product: 108.00560653918149

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test