PATENT CLAIM ANALYSIS

Application Number: 15958282
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["726", "023000"]

Abstract:
A system configured to detect malware is described. The system configured to detect malware including a data collector configured to detect at least a first hypertext transfer object in a chain of a plurality of hypertext transfer objects. The data collector further configured to analyze at least the first hypertext transfer object for one or more events. And, the data collector configured to generate a list of events based on the analysis of at least the first hypertext transfer object.

Claim (Index 38):
The non-transitory computer-readable medium of  claim 37 , where the one or more instructions, when executed by the one or more processors, further cause the one or more processors to:\n utilize machine-learning, based on the data model, to classify another sequence of hypertext transfer objects as malicious.

Metadata:
- Claim Count in Document: 8.0
- Percentile: 91.0
- Lexical Diversity: 2.125
- Patent Class: 726.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14627686', '14936612', '15872187', '14936593', '14629444']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2471384029017376
- 35 USC 102 Novelty (BERT): 0.5133963916658519
- Combined Prediction Score: 0.2737642017781491
- Mean Citation Score: 188.36086200000005
- Max Citation Score: 267.97476
- Similarity Product: 187.3778004259444

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