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 14):
The system of  claim 11 , wherein (C) comprises identifying a first flow object containing:\n data representing a communication having a particular IP address as its local IP address and a particular port as its local port; and data representing a communication having the particular IP address as its remote IP address and the particular port as its remote port.

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): 0.2744389826727282
- 35 USC 102 Novelty (BERT): 0.4684003725630321
- Combined Prediction Score: 0.2938351216617587
- Mean Citation Score: 112.0350052
- Max Citation Score: 115.44193
- Similarity Product: 83.25424156786441

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

Dataset: test