PATENT CLAIM ANALYSIS

Application Number: 16141268
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-04
Patent Classification: ["726", "023000"]

Abstract:
Systems and methods observe and classify device events. A model containing a set of features to be observed can be determined based on machine learning and training methods. A client application can issue a transaction request to an operating system service. A determination can be made whether the operating system service, a method associated with the transaction request, and the client application are currently being observed. In response to determining that the operating system service, a method associated with the transaction request, and the client application are being observed, a behavioral vector associated with the client application can be modified to indicate that the feature represented by the method is associated with the client application. The behavioral vector can be used to determine if the client application is malware.

Claim (Index 13):
The non-transitory machine-readable storage medium of  claim 8 , wherein at least one of the operating system service and the method associated with the transaction request are implemented in Android as a component of binder.

Metadata:
- Claim Count in Document: 48.0
- Percentile: 97.0
- Lexical Diversity: 2.25806
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14913722', '14339809', '13617568', '14488130', '14488126']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.268086244410091
- 35 USC 102 Novelty (BERT): 0.4771811436245791
- Combined Prediction Score: 0.2889957343315398
- Mean Citation Score: 115.150381
- Max Citation Score: 119.220955
- Similarity Product: 76.92183085282625

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