PATENT CLAIM ANALYSIS

Application Number: 15995073
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-10
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 18):
The method of  claim 1 , wherein detecting the anomaly comprises:\n determining an access profile of the particular user including network devices with which the particular user interacts and that have usage similarity scores that satisfy a specific closeness criterion; in response to the particular user interacting with a particular network device, calculating an anomaly score for the particular user based on a difference between a usage similarity score of the particular network device and an average of usage similarity scores of network devices in the access profile of the particular user; and detecting the anomaly in response to detecting that the usage similarity score difference indicates that the particular user has interacted with the particular network device outside of the access profile of the particular user.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 93.0
- Lexical Diversity: 1.58667
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14929196', '14929037', '14929183', '14928421', '15418546']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3761934717965646
- 35 USC 102 Novelty (BERT): 0.5979430904648997
- Combined Prediction Score: 0.3983684336633981
- Mean Citation Score: 435.45975800000014
- Max Citation Score: 508.20273
- Similarity Product: 499.8303515457273

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