PATENT CLAIM ANALYSIS

Application Number: 16379352
Application Type: Utility
Filing Date: 2019-04
Publication Date: 2019-08
Patent Classification: ["370", "229000"]

Abstract:
In one embodiment, a networking device in a network detects a traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.

Claim (Index 2):
The method as in  claim 1 , wherein the flow data comprises one or more of: Transport Layer Security (TLS) metadata or Secure Socket Layer (SSL) metadata.

Metadata:
- Claim Count in Document: 45.0
- Percentile: 100.0
- Lexical Diversity: 2.11765
- Patent Class: 370.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15353940', '15353160', '15469716', '15191152', '15285805']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5556666908869587
- 35 USC 102 Novelty (BERT): 0.4942277268334436
- Combined Prediction Score: 0.5495227944816072
- Mean Citation Score: 196.962872
- Max Citation Score: 264.02942
- Similarity Product: 224.3901235239589

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

Dataset: test