PATENT CLAIM ANALYSIS

Application Number: 16134875
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["726", "023000"]

Abstract:
In some embodiments, a resource security system may determine an access request outcome (e.g., accept, reject, or review) for an access request based on access rules. The resource security system may generate and select the access rules to be used for using stability information. For instance, the resource security system may select a training set from the received access requests, e.g., including recently received access requests, and generate a plurality of potential access rules based on the training set. The resource security system may determine and compare the detection performance and the stability performance of the potential access rules. The resource security system may select the best performing potential access rules to be used in operation for determining the outcome of access requests.

Claim (Index 1):
A method for securing access to a resource, the method comprising performing, by a computer system:\n segmenting a set of previous access requests into a plurality of time-based subsets of access requests, each previous access request of the set including one or more parameters that involve one or more conditions of a potential access rule; determining a plurality of predictive percentages including a predictive percentage for each of the plurality of time-based subsets based on validity information corresponding to each previous access request of the time-based subsets, the validity information indicating whether each access request of the plurality of previous access requests is valid or invalid; determining a detection stability rating of the potential access rule by comparing the plurality of predictive percentages; and selecting the potential access rule to be a candidate access rule for use in an operational set of access rules based on the detection stability rating of the potential access rule compared to detection stability ratings of other access rules, wherein the candidate access rule is included in the operational set of access rules, the operational set of access rules is loaded into a system memory, and the operational set of access rules is used to determine an access request outcome for a real-time access request for the resource.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 2.42105
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15352491', '15812334', '15365389', '15133134', '09793196']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2798344928040306
- 35 USC 102 Novelty (BERT): 0.5683452085939779
- Combined Prediction Score: 0.3086855643830253
- Mean Citation Score: 322.3520640000001
- Max Citation Score: 447.6082
- Similarity Product: 404.1579210907936

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