PATENT CLAIM ANALYSIS

Application Number: 16113442
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-02
Patent Classification: ["370", "241000"]

Abstract:
Embodiments are directed to monitoring network traffic in a network. A network monitoring engine may be employed to monitor the network to provide metric profiles based on a plurality of characteristics associated with one or more network flows. The network monitoring engine may provide profile objects based on the metric profiles. The network monitoring engine may provide the profile objects to a classifier engine. The classifier engine provide trained activity models selected from a plurality of trained activity models that may be based on a ranked ordering of characteristics of the trained activity models and the profile objects. The classifier engine may provide classification results for the profile objects based on the trained activity models. And, the network monitoring engine may execute policies based on the classification results associated with the profile objects.

Claim (Index 4):
The method of  claim 1 , wherein providing the one or more classification results, further comprises, employing one or more characteristics of the one or more network flows to indicate one or more malicious processes or applications.

Metadata:
- Claim Count in Document: 29.0
- Percentile: 96.0
- Lexical Diversity: 2.76471
- Patent Class: 370.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15690135', '16107509', '16100116', '15675216', '15984197']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5816515586338032
- 35 USC 102 Novelty (BERT): 0.5687482727644824
- Combined Prediction Score: 0.5803612300468711
- Mean Citation Score: 347.653906
- Max Citation Score: 498.4414
- Similarity Product: 357.087532455349

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