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 10):
The apparatus as in  claim 8 , wherein the flow data comprises one or more of: sequence of packet lengths and time (SPLT) data regarding the traffic flow, sequence of application lengths and time (SALT) data regarding the traffic flow, or byte distribution (BD) data regarding the traffic flow.

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): 0.5575970423114842
- 35 USC 102 Novelty (BERT): 0.4848001311219568
- Combined Prediction Score: 0.5503173511925314
- Mean Citation Score: 196.962872
- Max Citation Score: 264.02942
- Similarity Product: 254.10278442502977

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