PATENT CLAIM ANALYSIS

Application Number: 15902369
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-06
Patent Classification: ["726", "023000"]

Abstract:
Methods and systems for modeling host behavior in a network include determining a first probability function for observing each of a set of process-level events at a first host based on embedding vectors for the first event and the first host. A second probability function is determined for the first host issuing each of a set of network-level events connecting to a second host based on embedding vectors for the first host and the second host. The first and second probability functions are maximized to determine a set of likely process-level and network-level events for the first host. A security action is performed based on the modeled host behavior.

Claim (Index 16):
The system of  claim 11 , wherein the security module is further configured to perform at least one security action selected from the group consisting of shutting down devices, stopping or restricting certain types of network communication, raising alerts to system administrators, and changing a security policy level.

Metadata:
- Claim Count in Document: 40.0
- Percentile: 88.0
- Lexical Diversity: 2.40426
- Patent Class: 726.0
- Transitional Phrase Type: closed
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15902432', '15902318', '15477625', '15477603', '15425335']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2853047876271997
- 35 USC 102 Novelty (BERT): 0.5094001376443574
- Combined Prediction Score: 0.3077143226289155
- Mean Citation Score: 208.89757200000005
- Max Citation Score: 291.61185
- Similarity Product: 238.2774645464569

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

Dataset: test