PATENT CLAIM ANALYSIS

Application Number: 16215350
Application Type: Utility
Filing Date: 2018-12
Publication Date: 2019-04
Patent Classification: ["726", "023000"]

Abstract:
A security platform employs a variety techniques and mechanisms to detect security related anomalies and threats in a computer network environment. The security platform is “big data” driven and employs machine learning to perform security analytics. The security platform performs user/entity behavioral analytics (UEBA) to detect the security related anomalies and threats, regardless of whether such anomalies/threats were previously known. The security platform can include both real-time and batch paths/modes for detecting anomalies and threats. By visually presenting analytical results scored with risk ratings and supporting evidence, the security platform enables network security administrators to respond to a detected anomaly or threat, and to take action promptly.

Claim (Index 43):
A non-transitory, computer-readable storage medium storing instructions, an execution of which in a computer system causes the computer system to perform operations comprising:\n receiving event data associated with network activities, wherein the event data comprises machine data; evaluating event data based on a machine learning model utilizing historical data pertaining to evaluations of past events; identifying at least one threat automatically determined from machine learning on the event data; upon selection by a user, via a graphical user interface, of an identified threat, generating a kill chain view associated with the threat, wherein the kill chain view includes a plurality of stages and lists one or more anomalies at different stages of the kill chain; and upon receiving input from the user indicating that the threat is a false positive based upon the generated kill chain view, providing feedback for training the machine learning model.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 98.0
- Lexical Diversity: 1.58667
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14928451', '14928563', '14928421', '14929037', '14928471']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3386967263201372
- 35 USC 102 Novelty (BERT): 0.6078526239968849
- Combined Prediction Score: 0.365612316087812
- Mean Citation Score: 454.06806
- Max Citation Score: 531.7837
- Similarity Product: 454.20348897191286

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

Dataset: test