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 29):
A computing device comprising:\n a processor; and a memory storing instructions, execution of which by the processor will cause the computing device to perform a process including:\n receiving first data indicative of computer network activity of a plurality of users and network devices in a computer network; \n assigning usage similarity scores to the network devices based on the first data, the usage similarity scores being indicative of which of the network devices have been shared by a user or by a group of users who satisfy a similarity criterion; \n receiving second data indicative of computer network activity of a particular user of the plurality of users; and \n in response to the second data, detecting an anomaly indicative that the particular user has interacted with a particular network device with which the particular user does not normally interact, based on the usage similarity scores.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 93.0
- Lexical Diversity: 1.58667
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14929196', '14929037', '14929183', '14928421', '15418546']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3588530656105071
- 35 USC 102 Novelty (BERT): 0.5699449130275723
- Combined Prediction Score: 0.3799622503522136
- Mean Citation Score: 435.45975800000014
- Max Citation Score: 508.20273
- Similarity Product: 372.54027735075294

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