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 16):
The non-transitory machine-readable medium of  claim 15 , wherein the non-transitory machine-readable medium is further encoded with executable instructions that, when executed, cause the one or more controllers of the security system to:\n collect known-good communications channel information for the plurality of devices in the control system; and augment the one or more device models according to the known-good communications channel information.

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): 0.2734898773696703
- 35 USC 102 Novelty (BERT): 0.4739524344353064
- Combined Prediction Score: 0.2935361330762339
- Mean Citation Score: 139.87099400000002
- Max Citation Score: 180.39111
- Similarity Product: 137.27939401946958

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