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 15):
A tangible, non-transitory, computer-readable medium storing program instructions that cause a networking device in a network to execute a process comprising:\n detecting, at the networking device, a traffic flow conveyed in the network via the networking device, wherein the traffic flow is encrypted; generating, by the networking device, flow data for the traffic flow; performing, by the networking device, a classification of the traffic flow using the flow data as input to a machine learning-based classifier; and performing, by the networking device, a mediation action based on the classification of the traffic flow.

Metadata:
- Claim Count in Document: 45.0
- Percentile: 100.0
- Lexical Diversity: 2.11765
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15353940', '15353160', '15469716', '15191152', '15285805']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5273001631959174
- 35 USC 102 Novelty (BERT): 0.4863875151026425
- Combined Prediction Score: 0.5232088983865899
- Mean Citation Score: 196.962872
- Max Citation Score: 264.02942
- Similarity Product: 241.85929179747103

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

Dataset: test