PATENT CLAIM ANALYSIS

Application Number: 15899453
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["726", "001000"]

Abstract:
Embodiments of the present invention generate network communication policies by applying machine learning to existing network communications, and without using information that labels such communications as healthy or unhealthy. The resulting policies may be used to validate communication between applications (or services) over a network.

Claim (Index 13):
The system of  claim 12 , wherein (A) further comprises:\n (A) (3) at the first local network information collection agent, transmitting the data about the plurality of communications involving the first one of the plurality of computer systems to a remote server; and (A) (4) at the second local network information collection agent, transmitting the data about the plurality of communications involving the second one of the plurality of computer systems to the remote server.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 1.19048
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15794111', '13842067', '13774879', '15786411', '13711094']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2690419972880595
- 35 USC 102 Novelty (BERT): 0.49313000701255
- Combined Prediction Score: 0.2914507982605086
- Mean Citation Score: 112.0350052
- Max Citation Score: 115.44193
- Similarity Product: 68.90223586922765

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

Dataset: test