PATENT CLAIM ANALYSIS

Application Number: 15915943
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["709", "223000"]

Abstract:
Technology for analyzing and tracking states of a directory service by correlating changes from multiple different data sources related to the directory service. A first data source may be based on synchronization data of the directory service and a second data source may be based on security data of one or more domain controllers hosting the directory service. The synchronization data and security data may both correspond to changes to the directory service but may include different information. For example, synchronization data may provide the content of a modification to the directory service and the security data may provide an entity that initiated the modification. The multiple sources may be used to generate and enrich modification data of the directory service. The modification data may be used to determine a prior state of the directory service, to undue modifications initiated by a particular user, or to detect malicious activity.

Claim (Index 1):
A method comprising:\n receiving a plurality of change events of a directory service, wherein the plurality of change events comprise synchronization data of the directory service; accessing a plurality of change events of a computing device, wherein the computing device is associated with the directory service and the plurality of change events of the computing device comprise log data of the computing device; correlating the synchronization data of the directory service and the log data of the computing device to identify correlated changes; generating enriched modification data based on the synchronization data of the directory service and the correlated changes; discovering an inconsistency of the directory service in view of the correlated changes, wherein the discovering comprises identifying modification data of the directory service that is absent a corresponding change event from the computing device; and determining a prior state of the directory service corresponding to the inconsistency based on the enriched modification data.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 90.0
- Lexical Diversity: 2.35821
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15645971', '12125966', '14308625', '12330678', '15635799']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2438598360534519
- 35 USC 102 Novelty (BERT): 0.4617492560201379
- Combined Prediction Score: 0.2656487780501205
- Mean Citation Score: 129.97190279999998
- Max Citation Score: 132.17828
- Similarity Product: 95.09326809703828

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