PATENT CLAIM ANALYSIS

Application Number: 15751279
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["726", "025000"]

Abstract:
A technique includes receiving data representing issues identified in a security scan of an application and features associated with the issues. The technique includes processing the data in a processor-based machine to selectively assign classifiers to the security issues based at least in part on the features. The technique includes using the assigned classifiers to classify the issues.

Claim (Index 7):
7 , An apparatus comprising:\n a data store; a first engine comprising a processor to receive human audited issue datasets associated with a plurality of application security scans and store the datasets in the data store, wherein each issue dataset represents issues identified in the associated application security scan and each issue of the associated dataset has associated attributes; and a second engine comprising a processor to train a classifier, wherein the second engine:\n selects a subset of the issue datasets based at least in part on an attribute-to-classification category mapping; \n retrieves the selected subset of issue datasets from the data store; and\n uses the selected subset of issue datasets to train the classifier.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 88.0
- Lexical Diversity: 1.64865
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12020253', '15501789', '10915189', '14461076', '13191018']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2820929463640035
- 35 USC 102 Novelty (BERT): 0.4778617102279137
- Combined Prediction Score: 0.3016698227503945
- Mean Citation Score: 123.3956672
- Max Citation Score: 128.0719
- Similarity Product: 80.5179508540392

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